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Shiqi Wang 0001

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affiliation: City University of Hong Kong, Hong Kong, SAR, China
affiliation: Nanyang Technological University, Singapore
affiliation (former): University of Waterloo, Ontario, Canada
affiliation (PhD 2014): Peking University, Beijing, China

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Shiqi Wang
Shiqi Wang 0002 — Columbia University, NY, USA
Shiqi Wang 0003 — Nanjing University, Nanjing, China
Shiqi Wang 0004 — University of Electronic, Science and Technology of China, Chengdu, China
Shiqi Wang 0005 — Wuhan University, Wuhan, China
Shiqi Wang 0006 — University of Science and Technology of China, Hefei, China
Shiqi Wang 0007 — Harbin Institute of Technology, Harbin, China
Shiqi Wang 0008 — Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
Shiqi Wang 0009 — Fudan University, Software School, Shanghai, China
Shiqi Wang 0010 — Hohai University, College of IOT Engineering, Jiangsu, China

Shiqi Wang 0011 — Shanghai Jiao Tong University, China
Shiqi Wang 0012 — Central South University, School of Computer Science and Engineering, Changsha, China
Shiqi Wang 0013 — Shandong University of Science and Technology, Qingdao, China
Shiqi Wang 0014 — Liaoning Petrochemical University, School of Information and Control Engineering, Fushun, China
Shiqi Wang 0015 — Central South University of Forestry and Technology, College of Computer Science and Information Technology, Changsha, China
Shiqi Wang 0016 — Sun Yat-sen University, Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, China
Shiqi Wang 0017 — Beihang University, Beijing, China
Shiqi Wang 0018 — Chongqing University, China
Shiqi Wang 0019 — Sounthest University, School of Cyber Science and Engineering, Nanjing, China
Shiqi Wang 0020 — Xiamen University, School of Informatics, China
Shiqi Wang 0021 — University of Missouri Columbia, Department of Electrical Engineering and Computer Science, MO, USA
Shiqi Wang 0022 — University College Dublin, Beijing-Dublin International College, Ireland
Shiqi Wang 0023 — Peking University, Beijing, China
Shiqi Wang 0024 — Henan University of Science and Technology, School of Information Engineering, China
Shiqi Wang 0025 — Jilin University, College of Computer Science and Technology, Changchun, China
Shiqi Wang 0026 — University of Electronic Science and Technology of China, Shenzhen Institute for Advanced Study, China
Shiqi Wang 0027 — Shandong Jiaotong University, Shool of Railway Transportation, Jinan, China (and 1 more)
Shiqi Wang 0028 — Beijing Normal University, Experimental High School, China
Shiqi Wang 0029 — University of Edinburgh, School of GeoSciences, UK

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2020 – today

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2024
[j188]
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Lingyu Zhu, Wenhan Yang, Baoliang Chen, Hanwei Zhu, Xiandong Meng, Shiqi Wang:
Temporally Consistent Enhancement of Low-Light Videos via Spatial-Temporal Compatible Learning. Int. J. Comput. Vis. 132(10): 4703-4723 (2024)
[j187]
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Yinsong Xu, Yulong Ding, Jie Jiang, Runmin Cong, Xuefeng Zhang, Shiqi Wang, Sam Kwong, Shuang-Hua Yang:
Skip-patching spatial-temporal discrepancy-based anomaly detection on multivariate time series. Neurocomputing 609: 128428 (2024)
[j186]
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Yue Liu, Zhangkai Ni, Peilin Chen, Shiqi Wang, Sam Kwong:
HDRC: a subjective quality assessment database for compressed high dynamic range image. Int. J. Mach. Learn. Cybern. 15(10): 4373-4388 (2024)
[j185]
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Xin Wang, Shiqi Wang, Jinxing Li, Mu Li, Jinkai Li, Yong Xu:
Omnidirectional image super-resolution via position attention network. Neural Networks 178: 106464 (2024)
[j184]
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Alex C. Kot, Jiaying Liu:
Learning to Remove Rain in Video With Self-Supervision. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1378-1396 (2024)
[j183]
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Jiancong Chen, Meng Wang, Pingping Zhang, Shurun Wang, Shiqi Wang:
Sparse-to-Dense: High Efficiency Rate Control for End-to-End Scale-Adaptive Video Coding. IEEE Trans. Circuits Syst. Video Technol. 34(5): 4027-4039 (2024)
[j182]
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Binzhe Li, Bolin Chen, Zhao Wang, Baoliang Chen, Shiqi Wang, Yan Ye:
Quality Harmonization for Virtual Composition in Online Video Communications. IEEE Trans. Circuits Syst. Video Technol. 34(5): 4084-4094 (2024)
[j181]
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Yu Tian, Shiqi Wang, Baoliang Chen, Sam Kwong:
Causal Representation Learning for GAN-Generated Face Image Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7589-7600 (2024)
[j180]
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Xinju Wu, Pingping Zhang, Meng Wang, Peilin Chen, Shiqi Wang, Sam Kwong:
Geometric Prior Based Deep Human Point Cloud Geometry Compression. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8794-8807 (2024)
[j179]
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Xiaohan Fang, Peilin Chen, Meng Wang, Xi Xie, Shiqi Wang, Shanshe Wang, Siwei Ma:
Exploiting Bidirectional Quality Impulse for Reference Picture Resampled Gaming Video Coding. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8808-8820 (2024)
[j178]
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Binzhe Li, Bolin Chen, Zhao Wang, Shiqi Wang, Yan Ye:
Semantic Face Compression for Metaverse: A Compact 3D Descriptor Based Approach. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8978-8982 (2024)
[j177]
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Qiuping Jiang, Feiyang Liu, Zhihua Wang, Shiqi Wang, Weisi Lin:
Rethinking and Conceptualizing Just Noticeable Difference Estimation by Residual Learning. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9515-9527 (2024)
[j176]
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Qi Mao, Chongyu Wang, Meng Wang, Shiqi Wang, Ruijie Chen, Libiao Jin, Siwei Ma:
Scalable Face Image Coding via StyleGAN Prior: Toward Compression for Human-Machine Collaborative Vision. IEEE Trans. Image Process. 33: 408-422 (2024)
[j175]
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Xiangrui Liu, Meng Wang, Shiqi Wang, Sam Kwong:
Bilateral Context Modeling for Residual Coding in Lossless 3D Medical Image Compression. IEEE Trans. Image Process. 33: 2502-2513 (2024)
[j174]
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Baoliang Chen, Hanwei Zhu, Lingyu Zhu, Shiqi Wang, Sam Kwong:
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment. IEEE Trans. Image Process. 33: 3227-3241 (2024)
[j173]
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Yibing Liu, Chris Xing Tian, Haoliang Li, Shiqi Wang:
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning. IEEE Trans. Image Process. 33: 4377-4390 (2024)
[j172]
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Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang:
Privacy-Preserving Constrained Domain Generalization Via Gradient Alignment. IEEE Trans. Knowl. Data Eng. 36(5): 2142-2150 (2024)
[j171]
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Dongjie Ye, Zhangkai Ni, Wenhan Yang, Hanli Wang, Shiqi Wang, Sam Kwong:
Glow in the Dark: Low-Light Image Enhancement With External Memory. IEEE Trans. Multim. 26: 2148-2163 (2024)
[j170]
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Yutao Liu, Ke Gu, Jingchao Cao, Shiqi Wang, Guangtao Zhai, Junyu Dong, Sam Kwong:
UIQI: A Comprehensive Quality Evaluation Index for Underwater Images. IEEE Trans. Multim. 26: 2560-2573 (2024)
[j169]
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Yu Tian, Baoliang Chen, Shiqi Wang, Sam Kwong:
Towards Thousands to One Reference: Can We Trust the Reference Image for Quality Assessment? IEEE Trans. Multim. 26: 3278-3290 (2024)
[j168]
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Baoliang Chen, Lingyu Zhu, Hanwei Zhu, Wenhan Yang, Linqi Song, Shiqi Wang:
Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement. IEEE Trans. Multim. 26: 3430-3443 (2024)
[j167]
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Haifeng Guo, Sam Kwong, Dongjie Ye, Shiqi Wang:
Enhanced Context Mining and Filtering for Learned Video Compression. IEEE Trans. Multim. 26: 3814-3826 (2024)
[j166]
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Fu-Zhao Ou, Xingyu Chen, Kai Zhao, Shiqi Wang, Yuan-Gen Wang, Sam Kwong:
Refining Uncertain Features With Self-Distillation for Face Recognition and Person Re-Identification. IEEE Trans. Multim. 26: 6981-6995 (2024)
[j165]
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Yixuan Li, Bolin Chen, Baoliang Chen, Meng Wang, Shiqi Wang, Weisi Lin:
Perceptual Quality Assessment of Face Video Compression: A Benchmark and An Effective Method. IEEE Trans. Multim. 26: 8596-8608 (2024)
[j164]
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Dongjie Ye, Baoliang Chen, Shiqi Wang, Sam Kwong:
CodedBGT: Code Bank-Guided Transformer for Low-Light Image Enhancement. IEEE Trans. Multim. 26: 9880-9891 (2024)
[j163]
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Zhangkai Ni, Yue Liu, Keyan Ding, Wenhan Yang, Hanli Wang, Shiqi Wang:
Opinion-Unaware Blind Image Quality Assessment Using Multi-Scale Deep Feature Statistics. IEEE Trans. Multim. 26: 10211-10224 (2024)
[c164]
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  - conf/cvpr/OuL0K24
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Fu-Zhao Ou, Chongyi Li, Shiqi Wang, Sam Kwong:
CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration. CVPR 2024: 1694-1704
[c163]
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  - conf/cvpr/RivadeneiraS0JZ22
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Rafael E. Rivadeneira, Angel Domingo Sappa, Chenyang Wang, Junjun Jiang, Zhiwei Zhong, Peilin Chen, Shiqi Wang:
Thermal Image Super-Resolution Challenge Results - PBVS 2024. CVPR Workshops 2024: 3113-3122
[c162]
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Xiaoyun Zheng, Liwei Liao, Xufeng Li, Jianbo Jiao, Rongjie Wang, Feng Gao, Shiqi Wang, Ronggang Wang:
PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling. CVPR 2024: 22530-22540
[c161]
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  - conf/dcc/WangEZW0Z024
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Meng Wang, Semih Esenlik, Zhaobin Zhang, Yaojun Wu, Kai Zhang, Li Zhang, Shiqi Wang:
Leveraging Conv-Attention for Efficient and High-Quality JPEG AI Image Coding. DCC 2024: 43-52
[c160]
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Bolin Chen, Jie Chen, Shiqi Wang, Yan Ye:
Generative Face Video Coding Techniques and Standardization Efforts: A Review. DCC 2024: 103-112
[c159]
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Shanzhi Yin, Bolin Chen, Shiqi Wang, Yan Ye:
Enabling Translatability of Generative Face Video Coding: A Unified Face Feature Transcoding Framework. DCC 2024: 113-122
[c158]
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Qi Mao, Tinghan Yang, Yinuo Zhang, Zijian Wang, Meng Wang, Shiqi Wang, Libiao Jin, Siwei Ma:
Extreme Image Compression Using Fine-tuned VQGANs. DCC 2024: 203-212
[c157]
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  - conf/dcc/ZhangRLZWM24
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Yuhuai Zhang, Huiwen Ren, Xin Liu, Lu Zhao, Shiqi Wang, Siwei Ma:
Decoder-side Secondary Transform Derivation for Video Coding beyond AVS3. DCC 2024: 412-421
[c156]
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Yingwen Zhang, Meng Wang, Junru Li, Shiqi Wang:
Performance Exploration of Jointly Rate-Distortion Optimized HEVC Intra Encoder. DCC 2024: 603
[c155]
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Lingyu Zhu, Wenhan Yang, Baoliang Chen, Hanwei Zhu, Zhangkai Ni, Qi Mao, Shiqi Wang:
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement. ECCV (23) 2024: 329-347
[c154]
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Haoning Wu, Hanwei Zhu, Zicheng Zhang, Erli Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Annan Wang, Wenxiu Sun, Qiong Yan, Xiaohong Liu, Guangtao Zhai, Shiqi Wang, Weisi Lin:
Towards Open-Ended Visual Quality Comparison. ECCV (3) 2024: 360-377
[c153]
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Xuelin Shen, Kangsheng Yin, Xu Wang, Yulin He, Shiqi Wang, Wenhan Yang:
Image Coding for Analytics via Adversarially Augmented Adaptation. ICASSP 2024: 3605-3609
[c152]
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Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. ICLR 2024
[c151]
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Shurun Wang, Shiqi Wang, Yan Ye:
Overview of Visual Signal Compression towards Machine Vision. MHV 2024: 126-127
[c150]
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Shiqi Wang, Xinfeng Zhang:
Compact Visual Data Representation for Multimedia Search and Analytics. ICMR 2024: 1326-1327
[c149]
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Xiangrui Liu, Xinju Wu, Pingping Zhang, Shiqi Wang, Zhu Li, Sam Kwong:
CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting. ACM Multimedia 2024: 2936-2944
[i93]
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  - journals/corr/abs-2401-08107
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Yixuan Li, Peilin Chen, Hanwei Zhu, Keyan Ding, Leida Li, Shiqi Wang:
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation. CoRR abs/2401.08107 (2024)
[i92]
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  - journals/corr/abs-2402-01162
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Hanwei Zhu, Xiangjie Sui, Baoliang Chen, Xuelin Liu, Peilin Chen, Yuming Fang, Shiqi Wang:
2AFC Prompting of Large Multimodal Models for Image Quality Assessment. CoRR abs/2402.01162 (2024)
[i91]
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Bolin Chen, Shanzhi Yin, Peilin Chen, Shiqi Wang, Yan Ye:
Generative Visual Compression: A Review. CoRR abs/2402.02140 (2024)
[i90]
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  - journals/corr/abs-2402-16366
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Zetian Song, Wenhong Duan, Yuhuai Zhang, Shiqi Wang, Siwei Ma, Wen Gao:
SPC-NeRF: Spatial Predictive Compression for Voxel Based Radiance Field. CoRR abs/2402.16366 (2024)
[i89]
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Haoning Wu, Hanwei Zhu, Zicheng Zhang, Erli Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Annan Wang, Wenxiu Sun, Qiong Yan, Xiaohong Liu, Guangtao Zhai, Shiqi Wang, Weisi Lin:
Towards Open-ended Visual Quality Comparison. CoRR abs/2402.16641 (2024)
[i88]
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Xiaoyun Zheng, Liwei Liao, Xufeng Li, Jianbo Jiao, Rongjie Wang, Feng Gao, Shiqi Wang, Ronggang Wang:
PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling. CoRR abs/2403.16080 (2024)
[i87]
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Xiangrui Liu, Xinju Wu, Pingping Zhang, Shiqi Wang, Zhu Li, Sam Kwong:
CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting. CoRR abs/2404.09458 (2024)
[i86]
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Yixuan Li, Xuelin Liu, Xiaoyang Wang, Shiqi Wang, Weisi Lin:
FakeBench: Uncover the Achilles' Heels of Fake Images with Large Multimodal Models. CoRR abs/2404.13306 (2024)
[i85]
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Chris Xing Tian, Yibing Liu, Haoliang Li, Ray C. C. Cheung, Shiqi Wang:
Gradient-Congruity Guided Federated Sparse Training. CoRR abs/2405.01189 (2024)
[i84]
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Peisong He, Leyao Zhu, Jiaxing Li, Shiqi Wang, Haoliang Li:
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method. CoRR abs/2405.04133 (2024)
[i83]
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Zhangkai Ni, Yue Liu, Keyan Ding, Wenhan Yang, Hanli Wang, Shiqi Wang:
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature Statistics. CoRR abs/2405.18790 (2024)
[i82]
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Hanwei Zhu, Haoning Wu, Yixuan Li, Zicheng Zhang, Baoliang Chen, Lingyu Zhu, Yuming Fang, Guangtao Zhai, Weisi Lin, Shiqi Wang:
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare. CoRR abs/2405.19298 (2024)
[i81]
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  - journals/corr/abs-2406-08377
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Juncheng Wu, Zhangkai Ni, Hanli Wang, Wenhan Yang, Yuyin Zhou, Shiqi Wang:
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor. CoRR abs/2406.08377 (2024)
[i80]
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Linfeng Zheng, Peilin Chen, Shiqi Wang:
EidetiCom: A Cross-modal Brain-Computer Semantic Communication Paradigm for Decoding Visual Perception. CoRR abs/2407.14936 (2024)
[i79]
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Binzhe Li, Shurun Wang, Shiqi Wang, Yan Ye:
High Efficiency Image Compression for Large Visual-Language Models. CoRR abs/2407.17060 (2024)
[i78]
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Pingping Zhang, Jinlong Li, Meng Wang, Nicu Sebe, Sam Kwong, Shiqi Wang:
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding. CoRR abs/2408.08093 (2024)
[i77]
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Xihua Sheng, Li Li, Dong Liu, Shiqi Wang:
Bi-Directional Deep Contextual Video Compression. CoRR abs/2408.08604 (2024)
[i76]
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Lingyu Zhu, Wenhan Yang, Baoliang Chen, Hanwei Zhu, Zhangkai Ni, Qi Mao, Shiqi Wang:
Unrolled Decomposed Unpaired Learning for Controllable Low-Light Video Enhancement. CoRR abs/2408.12316 (2024)
[i75]
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Hao Luo, Baoliang Chen, Lingyu Zhu, Peilin Chen, Shiqi Wang:
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement. CoRR abs/2409.04363 (2024)
2023
[j162]
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Peilin Chen, Wenhan Yang, Shiqi Wang:
Reviving Standard-Dynamic-Range Videos for High-Dynamic-Range Devices: A Learning Paradigm With Hybrid Attention Mechanisms. IEEE Multim. 30(3): 110-118 (2023)
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Yi Chen, Yunhao Mao, Shiqi Wang, Xianguo Zhang, Sam Kwong:
Learning From Coding Features: High Efficiency Rate Control for AOMedia Video 1. IEEE Multim. 30(4): 16-25 (2023)
[j160]
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Jianhui Chang, Jian Zhang, Jiguo Li, Shiqi Wang, Qi Mao, Chuanmin Jia, Siwei Ma, Wen Gao:
Semantic-Aware Visual Decomposition for Image Coding. Int. J. Comput. Vis. 131(9): 2333-2355 (2023)
[j159]
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Rongqun Lin, Meng Wang, Pingping Zhang, Shiqi Wang, Sam Kwong:
Multiple hypotheses based motion compensation for learned video compression. Neurocomputing 548: 126396 (2023)
[j158]
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  - journals/isci/ChenWIK23
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Yi Chen, Shiqi Wang, Horace Ho-Shing Ip, Sam Kwong:
Rate distortion optimization with adaptive content modeling for random-access versatile video coding. Inf. Sci. 645: 119325 (2023)
[j157]
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Furong Deng, Yang Zhao, Jihong Pei, Shiqi Wang, Xuan Yang:
Nonnegative matrix factorization constrained by multiple labelled spanning trees for label propagation. Inf. Sci. 648: 119616 (2023)
[j156]
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Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang:
Neuron Coverage-Guided Domain Generalization. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1302-1311 (2023)
[j155]
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Tiexin Qin, Shiqi Wang, Haoliang Li:
Evolving Domain Generalization via Latent Structure-Aware Sequential Autoencoder. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14514-14527 (2023)
[j154]
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Wenhui Wu, Junhui Hou, Shiqi Wang, Sam Kwong, Yu Zhou:
Semi-supervised adaptive kernel concept factorization. Pattern Recognit. 134: 109114 (2023)
[j153]
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Haifeng Guo, Sam Kwong, Chuanmin Jia, Shiqi Wang:
Enhanced Motion Compensation for Deep Video Compression. IEEE Signal Process. Lett. 30: 673-677 (2023)
[j152]
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Runmin Cong, Qi Qin, Chen Zhang, Qiuping Jiang, Shiqi Wang, Yao Zhao, Sam Kwong:
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels. IEEE Trans. Circuits Syst. Video Technol. 33(2): 534-548 (2023)
[j151]
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Hanwei Zhu, Baoliang Chen, Lingyu Zhu, Shiqi Wang:
Learning Spatiotemporal Interactions for User-Generated Video Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 33(3): 1031-1042 (2023)
[j150]
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Meng Lei, Jiaqi Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma:
Deep Intra Prediction by Jointly Exploiting Local and Non-Local Similarities. IEEE Trans. Circuits Syst. Video Technol. 33(5): 2396-2409 (2023)
[j149]
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Shurun Wang, Zhao Wang, Shiqi Wang, Yan Ye:
Deep Image Compression Toward Machine Vision: A Unified Optimization Framework. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2979-2989 (2023)
[j148]
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Yue Liu, Zhangkai Ni, Shiqi Wang, Hanli Wang, Sam Kwong:
High Dynamic Range Image Quality Assessment Based on Frequency Disparity. IEEE Trans. Circuits Syst. Video Technol. 33(8): 4435-4440 (2023)
[j147]
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Pingping Zhang, Shiqi Wang, Meng Wang, Jiguo Li, Xu Wang, Sam Kwong:
Rethinking Semantic Image Compression: Scalable Representation With Cross-Modality Transfer. IEEE Trans. Circuits Syst. Video Technol. 33(8): 4441-4445 (2023)
[j146]
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Yi Chen, Meng Wang, Shiqi Wang, Zhangkai Ni, Sam Kwong:
A CTU-Level Screen Content Rate Control for Low-Delay Versatile Video Coding. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5227-5241 (2023)
[j145]
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Yunhao Mao, Meng Wang, Zhangkai Ni, Shiqi Wang, Sam Kwong:
Neural Network Based Rate Control for Versatile Video Coding. IEEE Trans. Circuits Syst. Video Technol. 33(10): 6072-6085 (2023)
[j144]
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Bolin Chen, Zhao Wang, Binzhe Li, Shiqi Wang, Yan Ye:
Compact Temporal Trajectory Representation for Talking Face Video Compression. IEEE Trans. Circuits Syst. Video Technol. 33(11): 7009-7023 (2023)
[j143]
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Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang, Shiqi Wang, Sam Kwong:
CSformer: Bridging Convolution and Transformer for Compressive Sensing. IEEE Trans. Image Process. 32: 2827-2842 (2023)
[j142]
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Yingwen Zhang, Meng Wang, Junru Li, Shiqi Wang, Siwei Ma, Weisi Lin:
Toward the Achievable Rate-Distortion Bound of VVC Intra Coding: A Beam Search-Based Joint Optimization Scheme. IEEE Trans. Image Process. 32: 6020-6031 (2023)
[j141]
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Yang Li, Shengbin Meng, Xinfeng Zhang, Meng Wang, Shiqi Wang, Yue Wang, Siwei Ma:
User-Generated Video Quality Assessment: A Subjective and Objective Study. IEEE Trans. Multim. 25: 154-166 (2023)
[c148]
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  - conf/cvpr/SongM0MZ23
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Jiechong Song, Chong Mou, Shiqi Wang, Siwei Ma, Jian Zhang:
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing. CVPR 2023: 6174-6184
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Xiangjie Sui, Yuming Fang, Hanwei Zhu, Shiqi Wang, Zhou Wang:
ScanDMM: A Deep Markov Model of Scanpath Prediction for 360° Images. CVPR 2023: 6989-6999
[c146]
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  - conf/dcc/ChenWL23
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Peilin Chen, Shiqi Wang, Zhu Li:
Occupancy Map Guided Attributes Deblocking for Video-based Point Cloud Compression. DCC 2023: 332
[c145]
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Jiaxing Li, Chenqi Kong, Shiqi Wang, Haoliang Li:
Two-Branch Multi-Scale Deep Neural Network for Generalized Document Recapture Attack Detection. ICASSP 2023: 1-5
[c144]
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Fu-Zhao Ou, Baoliang Chen, Chongyi Li, Shiqi Wang, Sam Kwong:
Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment. ICCV 2023: 20661-20672
[c143]
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Xi Xie, Kai Zhang, Li Zhang, Meng Wang, Junru Li, Shiqi Wang:
Low Complexity Transcoding from HEVC to VVC. ICME 2023: 2573-2578
[c142]
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Wenqin Luo, Patrick Hung, Shiqi Wang, Ray C. C. Cheung:
Image Super-Resolution and FPGA Hardware Design. ICSPCC 2023: 1-5
[c141]
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  - conf/metacom/ChenCWWL23
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Peilin Chen, Bolin Chen, Meng Wang, Shiqi Wang, Zhu Li:
Visual Data Compression for Metaverse: Technology, Standard, and Challenges. MetaCom 2023: 360-364
[c140]
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Chenqi Kong, Haoliang Li, Shiqi Wang:
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation. MIPR 2023: 102-107
[c139]
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Yudong Mao, Peilin Chen, Shurun Wang, Shiqi Wang, Dapeng Wu:
Peering into The Sketch: Ultra-Low Bitrate Face Compression for Joint Human and Machine Perception. ACM Multimedia 2023: 2564-2572
[i74]
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  - journals/corr/abs-2301-12831
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Chenqi Kong, Kexin Zheng, Yibing Liu, Shiqi Wang, Anderson Rocha, Haoliang Li:
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System. CoRR abs/2301.12831 (2023)
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  - journals/corr/abs-2302-09919
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Bolin Chen, Zhao Wang, Binzhe Li, Shurun Wang, Shiqi Wang, Yan Ye:
Interactive Face Video Coding: A Generative Compression Framework. CoRR abs/2302.09919 (2023)
[i72]
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Chenqi Kong, Haoliang Li, Shiqi Wang:
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation. CoRR abs/2303.00917 (2023)
[i71]
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  - journals/corr/abs-2304-07056
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Yixuan Li, Bolin Chen, Baoliang Chen, Meng Wang, Shiqi Wang:
Perceptual Quality Assessment of Face Video Compression: A Benchmark and An Effective Method. CoRR abs/2304.07056 (2023)
[i70]
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  - journals/corr/abs-2304-13986
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Jiechong Song, Chong Mou, Shiqi Wang, Siwei Ma, Jian Zhang:
Optimization-Inspired Cross-Attention Transformer for Compressive Sensing. CoRR abs/2304.13986 (2023)
[i69]
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  - journals/corr/abs-2305-01309
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Xinju Wu, Pingping Zhang, Meng Wang, Peilin Chen, Shiqi Wang, Sam Kwong:
Geometric Prior Based Deep Human Point Cloud Geometry Compression. CoRR abs/2305.01309 (2023)
[i68]
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  - journals/corr/abs-2306-02879
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Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. CoRR abs/2306.02879 (2023)
[i67]
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  - journals/corr/abs-2306-11503
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João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha:
The Age of Synthetic Realities: Challenges and Opportunities. CoRR abs/2306.11503 (2023)
[i66]
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  - journals/corr/abs-2307-08265
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Qi Mao, Tinghan Yang, Yinuo Zhang, Shuyin Pan, Meng Wang, Shiqi Wang, Siwei Ma:
Extreme Image Compression using Fine-tuned VQGAN Models. CoRR abs/2307.08265 (2023)
[i65]
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Xiangjie Sui, Hanwei Zhu, Xuelin Liu, Yuming Fang, Shiqi Wang, Zhou Wang:
Perceptual Quality Assessment of 360° Images Based on Generative Scanpath Representation. CoRR abs/2309.03472 (2023)
[i64]
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  - journals/corr/abs-2310-00234
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Chenqi Kong, Anwei Luo, Shiqi Wang, Haoliang Li, Anderson Rocha, Alex C. Kot:
Pixel-Inconsistency Modeling for Image Manipulation Localization. CoRR abs/2310.00234 (2023)
[i63]
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Bolin Chen, Jie Chen, Shiqi Wang, Yan Ye:
Generative Face Video Coding Techniques and Standardization Efforts: A Review. CoRR abs/2311.02649 (2023)
[i62]
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  - journals/corr/abs-2311-12817
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Binzhe Li, Bolin Chen, Zhao Wang, Shiqi Wang, Yan Ye:
Semantic Face Compression for Metaverse: A Compact 3D Descriptor Based Approach. CoRR abs/2311.12817 (2023)
[i61]
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  - journals/corr/abs-2312-15622
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Qi Mao, Chongyu Wang, Meng Wang, Shiqi Wang, Ruijie Chen, Libiao Jin, Siwei Ma:
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision. CoRR abs/2312.15622 (2023)
2022
[j140]
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Siwei Ma, Li Zhang, Shiqi Wang, Chuanmin Jia, Shanshe Wang, Tiejun Huang, Feng Wu, Wen Gao:
Evolution of AVS video coding standards: twenty years of innovation and development. Sci. China Inf. Sci. 65(9): 1-24 (2022)
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Haoliang Li, Shiqi Wang, Renjie Wan, Alex C. Kot:
GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1289-1303 (2022)
[j138]
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Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli:
Image Quality Assessment: Unifying Structure and Texture Similarity. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2567-2581 (2022)
[j137]
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Wenhan Yang, Robby T. Tan, Jiashi Feng, Shiqi Wang, Bin Cheng, Jiaying Liu:
Recurrent Multi-Frame Deraining: Combining Physics Guidance and Adversarial Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8569-8586 (2022)
[j136]
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Chenqi Kong, Baoliang Chen, Wenhan Yang, Haoliang Li, Peilin Chen, Shiqi Wang:
Appearance Matters, So Does Audio: Revealing the Hidden Face via Cross-Modality Transfer. IEEE Trans. Circuits Syst. Video Technol. 32(1): 423-436 (2022)
[j135]
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Lei Zhao, Shiqi Wang, Shanshe Wang, Yan Ye, Siwei Ma, Wen Gao:
Enhanced Surveillance Video Compression With Dual Reference Frames Generation. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1592-1606 (2022)
[j134]
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Baoliang Chen, Lingyu Zhu, Guo Li, Fangbo Lu, Hongfei Fan, Shiqi Wang:
Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 32(4): 1903-1916 (2022)
[j133]
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Yunhao Mao, Meng Wang, Shiqi Wang, Sam Kwong:
High Efficiency Rate Control for Versatile Video Coding Based on Composite Cauchy Distribution. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2371-2384 (2022)
[j132]
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Lingyu Zhu, Wenhan Yang, Baoliang Chen, Fangbo Lu, Shiqi Wang:
Enlightening Low-Light Images With Dynamic Guidance for Context Enrichment. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5068-5079 (2022)
[j131]
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Xu Han, Xiaofei Pan, Shiqi Wang, Shanshe Wang, Wen Gao:
A Real-Time Ultra-High Definition Video Decoder of AVS3 on Heterogeneous Systems. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5595-5607 (2022)
[j130]
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Qiudan Zhang, Xiaotong Xiao, Xu Wang, Shiqi Wang, Sam Kwong, Jianmin Jiang:
Adaptive Viewpoint Feature Enhancement-Based Binocular Stereoscopic Image Saliency Detection. IEEE Trans. Circuits Syst. Video Technol. 32(10): 6543-6556 (2022)
[j129]
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Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong:
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales. IEEE Trans. Inf. Forensics Secur. 17: 1741-1756 (2022)
[j128]
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Chenqi Kong, Kexin Zheng, Shiqi Wang, Anderson Rocha, Haoliang Li:
Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones. IEEE Trans. Inf. Forensics Secur. 17: 3238-3253 (2022)
[j127]
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Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Qi Mao, Jian Zhang, Siwei Ma:
Conceptual Compression via Deep Structure and Texture Synthesis. IEEE Trans. Image Process. 31: 2809-2823 (2022)
[j126]
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Qiuping Jiang, Zhentao Liu, Shiqi Wang, Feng Shao, Weisi Lin:
Toward Top-Down Just Noticeable Difference Estimation of Natural Images. IEEE Trans. Image Process. 31: 3697-3712 (2022)
[j125]
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Baoliang Chen, Lingyu Zhu, Chenqi Kong, Hanwei Zhu, Shiqi Wang, Zhu Li:
No-Reference Image Quality Assessment by Hallucinating Pristine Features. IEEE Trans. Image Process. 31: 6139-6151 (2022)
[j124]
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Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Iterative Network for Image Super-Resolution. IEEE Trans. Multim. 24: 2259-2272 (2022)
[j123]
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Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Towards Analysis-Friendly Face Representation With Scalable Feature and Texture Compression. IEEE Trans. Multim. 24: 3169-3181 (2022)
[c138]
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  - conf/cvpr/YuWY0022
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Liangwei Yu, Zhao Wang, Yan Ye, Lingyu Zhu, Shiqi Wang:
A Soft-ranked Index Fusion Framework with Saliency Weighting for Image Quality Assessment. CVPR Workshops 2022: 1809-1813
[c137]
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Bolin Chen, Zhao Wang, Binzhe Li, Rongqun Lin, Shiqi Wang, Yan Ye:
Beyond Keypoint Coding: Temporal Evolution Inference with Compact Feature Representation for Talking Face Video Compression. DCC 2022: 13-22
[c136]
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Binzhe Li, Bolin Chen, Zhao Wang, Shiqi Wang, Yan Ye:
Towards Ultra Low Bit-Rate Digital Human Character Communication via Compact 3D Face Descriptors. DCC 2022: 461
[c135]
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  - conf/icip/WangCY022
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Zhao Wang, Bolin Chen, Yan Ye, Shiqi Wang:
Dynamic Multi-Reference Generative Prediction for Face Video Compression. ICIP 2022: 896-900
[c134]
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Meng Wang, Kai Zhang, Li Zhang, Yaojun Wu, Yue Li, Junru Li, Shiqi Wang:
Transform Skip Inspired End-to-End Compression for Screen Content Image. ICIP 2022: 3848-3852
[c133]
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Ruofan Wang, Qi Mao, Shiqi Wang, Chuanmin Jia, Ronggang Wang, Siwei Ma:
Disentangled Visual Representations for Extreme Human Body Video Compression. ICME 2022: 1-6
[c132]
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Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang:
Rethinking Attention-Model Explainability through Faithfulness Violation Test. ICML 2022: 13807-13824
[c131]
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Tiexin Qin, Shiqi Wang, Haoliang Li:
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder. ICML 2022: 18062-18082
[c130]
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  - conf/iscas/LinZW0K22
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Rongqun Lin, Pingping Zhang, Meng Wang, Shiqi Wang, Sam Kwong:
Deep Video Compression for P-frame in Sub-sampled Color Spaces. ISCAS 2022: 3200-3204
[c129]
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Yi Chen, Yunhao Mao, Shiqi Wang, Xianguo Zhang, Sam Kwong:
Machine-Learning Based High Efficiency Rate Control for AV1. MIPR 2022: 65-70
[c128]
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Xingran Liao, Baoliang Chen, Hanwei Zhu, Shiqi Wang, Mingliang Zhou, Sam Kwong:
DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space. ACM Multimedia 2022: 970-978
[c127]
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Zhangkai Ni, Wenhan Yang, Hanli Wang, Shiqi Wang, Lin Ma, Sam Kwong:
Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement. ACM Multimedia 2022: 1484-1492
[c126]
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Shuyue Jia, Baoliang Chen, Dingquan Li, Shiqi Wang:
No-reference Image Quality Assessment via Non-local Dependency Modeling. MMSP 2022: 1-6
[c125]
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  - conf/vcip/WangZZLLWW22
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Meng Wang, Kai Zhang, Li Zhang, Yue Li, Junru Li, Yue Wang, Shiqi Wang:
End-to-end Image Compression with Swin-Transformer. VCIP 2022: 1-5
[c124]
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Xi Xie, Kai Zhang, Li Zhang, Meng Wang, Junru Li, Shiqi Wang:
Efficient Interpolation Filters for Chroma Motion Compensation in Video Coding. VCIP 2022: 1-5
[i60]
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Yu Tian, Zhangkai Ni, Baoliang Chen, Shiqi Wang, Hanli Wang, Sam Kwong:
Generalized Visual Quality Assessment of GAN-Generated Face Images. CoRR abs/2201.11975 (2022)
[i59]
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  - journals/corr/abs-2201-12114
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Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang:
Rethinking Attention-Model Explainability through Faithfulness Violation Test. CoRR abs/2201.12114 (2022)
[i58]
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  - journals/corr/abs-2202-09738
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Baoliang Chen, Lingyu Zhu, Hanwei Zhu, Wenhan Yang, Fangbo Lu, Shiqi Wang:
The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement. CoRR abs/2202.09738 (2022)
[i57]
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  - journals/corr/abs-2202-09802
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Pingping Zhang, Xu Wang, Linwei Zhu, Yun Zhang, Shiqi Wang, Sam Kwong:
Distortion-Aware Loop Filtering of Intra 360^o Video Coding with Equirectangular Projection. CoRR abs/2202.09802 (2022)
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  - journals/corr/abs-2205-07649
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Tiexin Qin, Shiqi Wang, Haoliang Li:
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder. CoRR abs/2205.07649 (2022)
[i55]
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  - journals/corr/abs-2207-00965
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Zhangkai Ni, Wenhan Yang, Hanli Wang, Shiqi Wang, Lin Ma, Sam Kwong:
Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement. CoRR abs/2207.00965 (2022)
[i54]
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  - journals/corr/abs-2208-03323
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Xingran Liao, Baoliang Chen, Hanwei Zhu, Shiqi Wang, Mingliang Zhou, Sam Kwong:
DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space. CoRR abs/2208.03323 (2022)
[i53]
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  - journals/corr/abs-2209-02285
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Yue Liu, Zhangkai Ni, Shiqi Wang, Hanli Wang, Sam Kwong:
High Dynamic Range Image Quality Assessment Based on Frequency Disparity. CoRR abs/2209.02285 (2022)
[i52]
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  - journals/corr/abs-2209-02957
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Runmin Cong, Qi Qin, Chen Zhang, Qiuping Jiang, Shiqi Wang, Yao Zhao, Sam Kwong:
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels. CoRR abs/2209.02957 (2022)
[i51]
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  - journals/corr/abs-2209-05321
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Baoliang Chen, Hanwei Zhu, Lingyu Zhu, Shiqi Wang, Sam Kwong:
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality Assessment. CoRR abs/2209.05321 (2022)
[i50]
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  - journals/corr/abs-2209-10451
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Zhaopeng Feng, Keyang Zhang, Shuyue Jia, Baoliang Chen, Shiqi Wang:
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model. CoRR abs/2209.10451 (2022)
[i49]
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  - journals/corr/abs-2209-14692
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Chenqi Kong, Shiqi Wang, Haoliang Li:
Digital and Physical Face Attacks: Reviewing and One Step Further. CoRR abs/2209.14692 (2022)
[i48]
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  - journals/corr/abs-2211-04927
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Hanwei Zhu, Baoliang Chen, Lingyu Zhu, Shiqi Wang:
From Distance to Dependency: A Paradigm Shift of Full-reference Image Quality Assessment. CoRR abs/2211.04927 (2022)
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Yibing Liu, Chris Xing Tian, Haoliang Li, Shiqi Wang:
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning. CoRR abs/2211.06843 (2022)
[i46]
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Jiaxing Li, Chenqi Kong, Shiqi Wang, Haoliang Li:
Two-branch Multi-scale Deep Neural Network for Generalized Document Recapture Attack Detection. CoRR abs/2211.16786 (2022)
2021
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Baoliang Chen, Wenhan Yang, Shiqi Wang:
Generalized Face Antispoofing by Learning to Fuse Features From High- and Low-Frequency Domains. IEEE Multim. 28(1): 56-64 (2021)
[j121]
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Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Meng Wang, Shiqi Wang, Siwei Ma, Wen Gao:
Prediction With Multicross Component for Future Video Coding. IEEE Multim. 28(3): 52-62 (2021)
[j120]
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Haoliang Li, Renjie Wan, Shiqi Wang, Alex C. Kot:
Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning. Int. J. Comput. Vis. 129(2): 267-283 (2021)
[j119]
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Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli:
Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems. Int. J. Comput. Vis. 129(4): 1258-1281 (2021)
[j118]
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Xuekai Wei, Mingliang Zhou, Sam Kwong, Hui Yuan, Shiqi Wang, Guopu Zhu, Jingchao Cao:
Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework. Inf. Sci. 569: 786-803 (2021)
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Jingchao Cao, Ran Wang, Yuheng Jia, Xinfeng Zhang, Shiqi Wang, Sam Kwong:
No-reference image quality assessment for contrast-changed images via a semi-supervised robust PCA model. Inf. Sci. 574: 640-652 (2021)
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Linwei Zhu, Yun Zhang, Na Li, Jinyong Pi, Shiqi Wang:
Circular intra prediction for 360 degree video coding. J. Vis. Commun. Image Represent. 74: 103000 (2021)
[j115]
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Boqi Jia, Nan Zhang, Nan Liang, Shiqi Wang, Bo Wu:
Virtual view synthesis for the nonuniform illuminated between views in surgical video. Multim. Tools Appl. 80(13): 20619-20639 (2021)
[j114]
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Shurun Wang, Zhao Wang, Shiqi Wang, Yan Ye:
End-to-End Compression Towards Machine Vision: Network Architecture Design and Optimization. IEEE Open J. Circuits Syst. 2: 675-685 (2021)
[j113]
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu:
Single Image Deraining: From Model-Based to Data-Driven and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4059-4077 (2021)
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Qiudan Zhang, Shiqi Wang, Xu Wang, Zhenhao Sun, Sam Kwong, Jianmin Jiang:
A Multi-Task Collaborative Network for Light Field Salient Object Detection. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1849-1861 (2021)
[j111]
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Yiqun Xu, Wei Hu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma, Zongming Guo, Wen Gao:
Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1968-1982 (2021)
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Wenhui Wu, Yuheng Jia, Shiqi Wang, Ran Wang, Hongfei Fan, Sam Kwong:
Positive and Negative Label-Driven Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2698-2710 (2021)
[j109]
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Linwei Zhu, Yun Zhang, Shiqi Wang, Sam Kwong, Xin Jin, Yu Qiao:
Deep Learning-Based Chroma Prediction for Intra Versatile Video Coding. IEEE Trans. Circuits Syst. Video Technol. 31(8): 3168-3181 (2021)
[j108]
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Pingping Zhang, Xu Wang, Lin Ma, Shiqi Wang, Sam Kwong, Jianmin Jiang:
Progressive Point Cloud Upsampling via Differentiable Rendering. IEEE Trans. Circuits Syst. Video Technol. 31(12): 4673-4685 (2021)
[j107]
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Xiang Zhang, Siwei Ma, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao:
Divisively Normalized Sparse Coding: Toward Perceptual Visual Signal Representation. IEEE Trans. Cybern. 51(8): 4237-4250 (2021)
[j106]
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Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex C. Kot:
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 16: 937-951 (2021)
[j105]
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Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong:
Camera Invariant Feature Learning for Generalized Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 16: 2477-2492 (2021)
[j104]
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Miaohui Wang, Yijing Huang, Jiaxin Lin, Wuyuan Xie, Guanghui Yue, Shiqi Wang, Leida Li:
Quality Measurement of Screen Images via Foreground Perception and Background Suppression. IEEE Trans. Instrum. Meas. 70: 1-11 (2021)
[j103]
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Xuelin Shen, Zhangkai Ni, Wenhan Yang, Xinfeng Zhang, Shiqi Wang, Sam Kwong:
Just Noticeable Distortion Profile Inference: A Patch-Level Structural Visibility Learning Approach. IEEE Trans. Image Process. 30: 26-38 (2021)
[j102]
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Wenhan Yang, Wenjing Wang, Haofeng Huang, Shiqi Wang, Jiaying Liu:
Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement. IEEE Trans. Image Process. 30: 2072-2086 (2021)
[j101]
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Meng Wang, Shiqi Wang, Junru Li, Li Zhang, Yue Wang, Siwei Ma, Sam Kwong:
Low Complexity Trellis-Coded Quantization in Versatile Video Coding. IEEE Trans. Image Process. 30: 2378-2393 (2021)
[j100]
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Wenhan Yang, Shiqi Wang, Yuming Fang, Yue Wang, Jiaying Liu:
Band Representation-Based Semi-Supervised Low-Light Image Enhancement: Bridging the Gap Between Signal Fidelity and Perceptual Quality. IEEE Trans. Image Process. 30: 3461-3473 (2021)
[j99]
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Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang:
No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation. IEEE Trans. Image Process. 30: 5463-5476 (2021)
[j98]
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Peilin Chen, Wenhan Yang, Meng Wang, Long Sun, Kangkang Hu, Shiqi Wang:
Compressed Domain Deep Video Super-Resolution. IEEE Trans. Image Process. 30: 7156-7169 (2021)
[j97]
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Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Sub-Sampled Cross-Component Prediction for Emerging Video Coding Standards. IEEE Trans. Image Process. 30: 7305-7316 (2021)
[j96]
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Qiudan Zhang, Shiqi Wang, Xu Wang, Zhenhao Sun, Sam Kwong, Jianmin Jiang:
Geometry Auxiliary Salient Object Detection for Light Fields via Graph Neural Networks. IEEE Trans. Image Process. 30: 7578-7592 (2021)
[j95]
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Chuanmin Jia, Falei Luo, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma:
Fast Non-Local Adaptive In-Loop Filter Optimization on GPU. IEEE Trans. Multim. 23: 39-51 (2021)
[j94]
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Peisong He, Haoliang Li, Hongxia Wang, Shiqi Wang, Xinghao Jiang, Ruimei Zhang:
Frame-Wise Detection of Double HEVC Compression by Learning Deep Spatio-Temporal Representations in Compression Domain. IEEE Trans. Multim. 23: 3179-3192 (2021)
[j93]
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Wenbo Zhao, Xianming Liu, Shiqi Wang, Xiaopeng Fan, Debin Zhao:
Graph-Based Feature-Preserving Mesh Normal Filtering. IEEE Trans. Vis. Comput. Graph. 27(3): 1937-1952 (2021)
[c123]
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  - conf/dcc/WangXZL021
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Meng Wang, Jizheng Xu, Li Zhang, Junru Li, Shiqi Wang:
Super Resolution for Compressed Screen Content Video. DCC 2021: 173-182
[c122]
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Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Teacher-Student Learning With Multi-Granularity Constraint Towards Compact Facial Feature Representation. ICASSP 2021: 8503-8507
[c121]
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Binzhe Li, Shurun Wang, Shiqi Wang:
Defending Against Noise by Characterizing the Rate-Distortion Functions in End-to-End Noisy Image Compression. ICIP 2021: 3727-3731
[c120]
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Meng Li, Beibei Liu, Yongjian Hu, Liepiao Zhang, Shiqi Wang:
Deepfake Detection Using Robust Spatial and Temporal Features from Facial Landmarks. IWBF 2021: 1-6
[c119]
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Keyan Ding, Yi Liu, Xueyi Zou, Shiqi Wang, Kede Ma:
Locally Adaptive Structure and Texture Similarity for Image Quality Assessment. ACM Multimedia 2021: 2483-2491
[c118]
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Guo Li, Baoliang Chen, Lingyu Zhu, Qingwen He, Hongfei Fan, Shiqi Wang:
PUGCQ: A Large Scale Dataset for Quality Assessment of Professional User-Generated Content. ACM Multimedia 2021: 3728-3736
[c117]
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Yang Li, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yue Wang:
Quality Assessment of End-to-End Learned Image Compression: The Benchmark and Objective Measure. ACM Multimedia 2021: 4297-4305
[c116]
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  - conf/pcs/Sun00K21
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Zhenhao Sun, Meng Wang, Shiqi Wang, Sam Kwong:
Complexity-Configurable Learning-based Genome Compression. PCS 2021: 1-5
[c115]
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Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Yan Ye, Siwei Ma, Wen Gao:
Instance Segmentation Based Background Reference Frame Generation for Surveillance Video Coding. PCS 2021: 1-5
[c114]
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Zhenghao Zhang, Zhao Wang, Yan Ye, Shiqi Wang, Changwen Zheng:
Encoder-Decoder Joint Enhancement for Video Chat. VCIP 2021: 1-5
[i45]
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  - journals/corr/abs-2101-10075
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Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong:
Camera Invariant Feature Learning for Generalized Face Anti-spoofing. CoRR abs/2101.10075 (2021)
[i44]
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  - journals/corr/abs-2103-00229
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Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang:
Neuron Coverage-Guided Domain Generalization. CoRR abs/2103.00229 (2021)
[i43]
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  - journals/corr/abs-2105-08511
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Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang:
Privacy-Preserving Constrained Domain Generalization for Medical Image Classification. CoRR abs/2105.08511 (2021)
[i42]
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  - journals/corr/abs-2107-00328
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Shurun Wang, Zhao Wang, Shiqi Wang, Yan Ye:
End-to-end Compression Towards Machine Vision: Network Architecture Design and Optimization. CoRR abs/2107.00328 (2021)
[i41]
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  - journals/corr/abs-2107-05821
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Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong:
Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision. CoRR abs/2107.05821 (2021)
[i40]
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  - journals/corr/abs-2108-04165
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Baoliang Chen, Lingyu Zhu, Chenqi Kong, Hanwei Zhu, Shiqi Wang, Zhu Li:
No-Reference Image Quality Assessment by Hallucinating Pristine Features. CoRR abs/2108.04165 (2021)
[i39]
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  - journals/corr/abs-2108-05058
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Qiuping Jiang, Zhentao Liu, Shiqi Wang, Feng Shao, Weisi Lin:
Towards Top-Down Just Noticeable Difference Estimation of Natural Images. CoRR abs/2108.05058 (2021)
[i38]
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  - journals/corr/abs-2110-08521
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Keyan Ding, Yi Liu, Xueyi Zou, Shiqi Wang, Kede Ma:
Locally Adaptive Structure and Texture Similarity for Image Quality Assessment. CoRR abs/2110.08521 (2021)
[i37]
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  - journals/corr/abs-2112-15299
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Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang, Shiqi Wang, Sam Kwong:
CSformer: Bridging Convolution and Transformer for Compressive Sensing. CoRR abs/2112.15299 (2021)
2020
[j92]
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Jiachen Yang, Qinggang Meng, Maurizio Murroni, Shiqi Wang, Feng Shao:
IEEE Access Special Section Editorial: Biologically Inspired Image Processing Challenges and Future Directions. IEEE Access 8: 147459-147462 (2020)
[j91]
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Yun Zhang, Sam Kwong, Shiqi Wang:
Machine learning based video coding optimizations: A survey. Inf. Sci. 506: 395-423 (2020)
[j90]
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Leida Li, Xi Chen, Jinjian Wu, Shiqi Wang, Guangming Shi:
No-reference quality index of depth images based on statistics of edge profiles for view synthesis. Inf. Sci. 516: 205-219 (2020)
[j89]
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Haoliang Li, Shiqi Wang, Peisong He, Anderson Rocha:
Face Anti-Spoofing With Deep Neural Network Distillation. IEEE J. Sel. Top. Signal Process. 14(5): 933-946 (2020)
[j88]
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Haoliang Li, Wen Li, Shiqi Wang:
Discovering and incorporating latent target-domains for domain adaptation. Pattern Recognit. 108: 107536 (2020)
[j87]
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Siwei Ma, Xinfeng Zhang, Chuanmin Jia, Zhenghui Zhao, Shiqi Wang, Shanshe Wang:
Image and Video Compression With Neural Networks: A Review. IEEE Trans. Circuits Syst. Video Technol. 30(6): 1683-1698 (2020)
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Xu Wang, Zhenhao Sun, Qiudan Zhang, Yuming Fang, Lin Ma, Shiqi Wang, Sam Kwong:
Multi-Exposure Decomposition-Fusion Model for High Dynamic Range Image Saliency Detection. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4409-4420 (2020)
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Mingliang Zhou, Xuekai Wei, Shiqi Wang, Sam Kwong, Chi-Keung Fong, Peter H. W. Wong, Wilson Y. F. Yuen:
Global Rate-Distortion Optimization-Based Rate Control for HEVC HDR Coding. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4648-4662 (2020)
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Zhifang Xia, Ke Gu, Shiqi Wang, Hantao Liu, Sam Kwong:
Toward Accurate Quality Estimation of Screen Content Pictures With Very Sparse Reference Information. IEEE Trans. Ind. Electron. 67(3): 2251-2261 (2020)
[j83]
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Qiuping Jiang, Wei Gao, Shiqi Wang, Guanghui Yue, Feng Shao, Yo-Sung Ho, Sam Kwong:
Blind Image Quality Measurement by Exploiting High-Order Statistics With Deep Dictionary Encoding Network. IEEE Trans. Instrum. Meas. 69(10): 7398-7410 (2020)
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Zhuo Chen, Kui Fan, Shiqi Wang, Lingyu Duan, Weisi Lin, Alex ChiChung Kot:
Toward Intelligent Sensing: Intermediate Deep Feature Compression. IEEE Trans. Image Process. 29: 2230-2243 (2020)
[j81]
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Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Sam Kwong, Siwei Ma:
Extended Coding Unit Partitioning for Future Video Coding. IEEE Trans. Image Process. 29: 2931-2946 (2020)
[j80]
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Qiudan Zhang, Xu Wang, Shiqi Wang, Zhenhao Sun, Sam Kwong, Jianmin Jiang:
Learning to Explore Saliency for Stereoscopic Videos Via Component-Based Interaction. IEEE Trans. Image Process. 29: 5722-5736 (2020)
[j79]
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Wenhan Yang, Shiqi Wang, Jiaying Liu:
Removing Arbitrary-Scale Rain Streaks via Fractal Band Learning With Self-Supervision. IEEE Trans. Image Process. 29: 6759-6772 (2020)
[j78]
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Junru Li, Meng Wang, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Siwei Ma, Wen Gao:
Unified Intra Mode Coding Based on Short and Long Range Correlations. IEEE Trans. Image Process. 29: 7245-7260 (2020)
[j77]
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Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong:
Towards Unsupervised Deep Image Enhancement With Generative Adversarial Network. IEEE Trans. Image Process. 29: 9140-9151 (2020)
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Linwei Zhu, Sam Kwong, Yun Zhang, Shiqi Wang, Xu Wang:
Generative Adversarial Network-Based Intra Prediction for Video Coding. IEEE Trans. Multim. 22(1): 45-58 (2020)
[j75]
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Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao:
Towards Efficient Front-End Visual Sensing for Digital Retina: A Model-Centric Paradigm. IEEE Trans. Multim. 22(11): 3002-3013 (2020)
[j74]
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Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot:
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 31(3): 984-996 (2020)
[c113]
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Wenhan Yang, Shiqi Wang, Dejia Xu, Xiaodong Wang, Jiaying Liu:
Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning. AAAI 2020: 12629-12636
[c112]
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Meng Wang, Shiqi Wang, Junru Li, Li Zhang, Yue Wang, Siwei Ma:
SSIM Motivated Quality Control for Versatile Video Coding. APSIPA 2020: 1122-1127
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Jiaying Liu:
Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence. CVPR 2020: 1717-1726
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Wenhan Yang, Shiqi Wang, Yuming Fang, Yue Wang, Jiaying Liu:
From Fidelity to Perceptual Quality: A Semi-Supervised Approach for Low-Light Image Enhancement. CVPR 2020: 3060-3069
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Junru Li, Meng Wang, Li Zhang, Kai Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Sub-Sampled Cross-Component Prediction for Chroma Component Coding. DCC 2020: 203-212
[c108]
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Meng Wang, Junru Li, Li Zhang, Hongbin Liu, Jizheng Xu, Shiqi Wang:
Revisiting Local Texture Correlation for Rate-Distortion Optimized Intra Coding. DCC 2020: 273-282
[c107]
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Xiang Meng, Xiaofeng Huang, Haibing Yin, Shengsheng Zheng, Shiqi Wang:
Statistical Modeling Based Fast Rate Distortion Estimation Algorithm for HEVC. DCC 2020: 385
[c106]
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Xuelin Shen, Xinfeng Zhang, Shiqi Wang, Sam Kwong, Guopu Zhu:
Just Noticeable Distortion Based Perceptually Lossless Intra Coding. ICASSP 2020: 2058-2062
[c105]
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Yi Chen, Sam Kwong, Mingliang Zhou, Shiqi Wang, Guopu Zhu, Yi Wang:
Intra Frame Rate Control for Versatile Video Coding with Quadratic Rate-Distortion Modelling. ICASSP 2020: 4422-4426
[c104]
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Zhuo Chen, Ling-Yu Duan, Shiqi Wang, Weisi Lin, Alex C. Kot:
Data Representation in Hybrid Coding Framework for Feature Maps Compression. ICIP 2020: 3094-3098
[c103]
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Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Meng Wang, Shiqi Wang, Siwei Ma, Wen Gao:
Prediction with Multi-Cross Component. ICME Workshops 2020: 1-6
[c102]
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Xuelin Shen, Zhangkai Ni, Wenhan Yang, Xinfeng Zhang, Shiqi Wang, Sam Kwong:
A JND Dataset Based on VVC Compressed Images. ICME Workshops 2020: 1-6
[c101]
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Yang Li, Shengbin Meng, Xinfeng Zhang, Shiqi Wang, Yue Wang, Siwei Ma:
UGC-VIDEO: Perceptual Quality Assessment of User-Generated Videos. MIPR 2020: 35-38
[c100]
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Baoliang Chen, Wenhan Yang, Shiqi Wang:
Face Anti-Spoofing by Fusing High and Low Frequency Features for Advanced Generalization Capability. MIPR 2020: 199-204
[c99]
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Peilin Chen, Wenhan Yang, Long Sun, Shiqi Wang:
When Bitstream Prior Meets Deep Prior: Compressed Video Super-resolution with Learning from Decoding. ACM Multimedia 2020: 1000-1008
[c98]
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Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong:
Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network. ACM Multimedia 2020: 1697-1705
[c97]
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Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong:
Towards Modality Transferable Visual Information Representation with Optimal Model Compression. ACM Multimedia 2020: 3705-3714
[c96]
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Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex C. Kot:
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization. NeurIPS 2020
[c95]
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Shengbin Meng, Yang Li, Yiting Liao, Junlin Li, Shiqi Wang:
Learning to encode user-generated short videos with lower bitrate and the same perceptual quality. VCIP 2020: 383-386
[i36]
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  - journals/corr/abs-2002-03627
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Shurun Wang, Wenhan Yang, Shiqi Wang:
End-to-End Facial Deep Learning Feature Compression with Teacher-Student Enhancement. CoRR abs/2002.03627 (2020)
[i35]
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  - journals/corr/abs-2004-07728
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Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli:
Image Quality Assessment: Unifying Structure and Texture Similarity. CoRR abs/2004.07728 (2020)
[i34]
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  - journals/corr/abs-2004-10043
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Shurun Wang, Shiqi Wang, Wenhan Yang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression. CoRR abs/2004.10043 (2020)
[i33]
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  - journals/corr/abs-2005-01338
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Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli:
Comparison of Image Quality Models for Optimization of Image Processing Systems. CoRR abs/2005.01338 (2020)
[i32]
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Yang Li, Shengbin Meng, Xinfeng Zhang, Shiqi Wang, Yue Wang, Siwei Ma:
User-generated Video Quality Assessment: A Subjective and Objective Study. CoRR abs/2005.08527 (2020)
[i31]
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  - journals/corr/abs-2005-09964
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Yuqing Liu, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Iterative Network for Image Super-Resolution. CoRR abs/2005.09964 (2020)
[i30]
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  - journals/corr/abs-2008-05642
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Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong:
Towards Modality Transferable Visual Information Representation with Optimal Model Compression. CoRR abs/2008.05642 (2020)
[i29]
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  - journals/corr/abs-2008-08561
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Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang:
No-reference Quality Assessment with Unsupervised Domain Adaptation. CoRR abs/2008.08561 (2020)
[i28]
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  - journals/corr/abs-2008-11420
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Meng Wang, Shiqi Wang, Junru Li, Li Zhang, Yue Wang, Siwei Ma, Sam Kwong:
Low Complexity Trellis-Coded Quantization in Versatile Video Coding. CoRR abs/2008.11420 (2020)
[i27]
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  - journals/corr/abs-2008-11455
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Yunhao Mao, Meng Wang, Shiqi Wang, Sam Kwong:
High Efficiency Rate Control for Versatile Video Coding Based on Composite Cauchy Distribution. CoRR abs/2008.11455 (2020)
[i26]
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  - journals/corr/abs-2009-06996
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Haoliang Li, Yufei Wang, Xiaofei Xie, Yang Liu, Shiqi Wang, Renjie Wan, Lap-Pui Chau, Alex C. Kot:
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems. CoRR abs/2009.06996 (2020)
[i25]
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  - journals/corr/abs-2009-07529
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Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex ChiChung Kot:
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing. CoRR abs/2009.07529 (2020)
[i24]
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  - journals/corr/abs-2009-12829
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Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex C. Kot:
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization. CoRR abs/2009.12829 (2020)
[i23]
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  - journals/corr/abs-2011-04976
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Jianhui Chang, Zhenghui Zhao, Chuanmin Jia, Shiqi Wang, Lingbo Yang, Jian Zhang, Siwei Ma:
Conceptual Compression via Deep Structure and Texture Synthesis. CoRR abs/2011.04976 (2020)
[i22]
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  - journals/corr/abs-2012-13936
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Baoliang Chen, Lingyu Zhu, Guo Li, Hongfei Fan, Shiqi Wang:
Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment. CoRR abs/2012.13936 (2020)
[i21]
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  - journals/corr/abs-2012-15020
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Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong:
Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network. CoRR abs/2012.15020 (2020)
[i20]
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  - journals/corr/abs-2012-15052
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Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong:
Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network. CoRR abs/2012.15052 (2020)
[i19]
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  - journals/corr/abs-2012-15067
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Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Sub-sampled Cross-component Prediction for Emerging Video Coding Standards. CoRR abs/2012.15067 (2020)

2010 – 2019

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2019
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Chuanmin Jia, Xinfeng Zhang, Shanshe Wang, Shiqi Wang, Siwei Ma:
Light Field Image Compression Using Generative Adversarial Network-Based View Synthesis. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(1): 177-189 (2019)
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  - https://dblp.org/rec/journals/ieeemm/DuanLWGR19
Lingyu Duan, Yihang Lou, Shiqi Wang, Wen Gao, Yong Rui:
AI-Oriented Large-Scale Video Management for Smart City: Technologies, Standards, and Beyond. IEEE Multim. 26(2): 8-20 (2019)
[j71]
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Ling-Yu Duan, Yihang Lou, Yan Bai, Tiejun Huang, Wen Gao, Vijay Chandrasekhar, Jie Lin, Shiqi Wang, Alex ChiChung Kot:
Compact Descriptors for Video Analysis: The Emerging MPEG Standard. IEEE Multim. 26(2): 44-54 (2019)
[j70]
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Ziqian Chen, Ling-Yu Duan, Shiqi Wang, Yihang Lou, Tiejun Huang, Dapeng Oliver Wu, Wen Gao:
Toward Knowledge as a Service Over Networks: A Deep Learning Model Communication Paradigm. IEEE J. Sel. Areas Commun. 37(6): 1349-1363 (2019)
[j69]
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Yihang Lou, Ling-Yu Duan, Shiqi Wang, Ziqian Chen, Yan Bai, Changwen Chen, Wen Gao:
Front-End Smart Visual Sensing and Back-End Intelligent Analysis: A Unified Infrastructure for Economizing the Visual System of City Brain. IEEE J. Sel. Areas Commun. 37(7): 1489-1503 (2019)
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Yu Zhou, Leida Li, Hancheng Zhu, Hantao Liu, Shiqi Wang, Yao Zhao:
No-reference quality assessment for contrast-distorted images based on multifaceted statistical representation of structure. J. Vis. Commun. Image Represent. 60: 158-169 (2019)
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Jingchao Cao, Shiqi Wang, Ran Wang, Xinfeng Zhang, Sam Kwong:
Content-oriented image quality assessment with multi-label SVM classifier. Signal Process. Image Commun. 78: 388-397 (2019)
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Siwei Ma, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Chuanmin Jia, Shanshe Wang:
Joint Feature and Texture Coding: Toward Smart Video Representation via Front-End Intelligence. IEEE Trans. Circuits Syst. Video Technol. 29(10): 3095-3105 (2019)
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Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Jiansheng Yang:
Enhanced Bi-Prediction With Convolutional Neural Network for High-Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. 29(11): 3291-3301 (2019)
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Xinfeng Zhang, Weisi Lin, Shiqi Wang, Jiaying Liu, Siwei Ma, Wen Gao:
Fine-Grained Quality Assessment for Compressed Images. IEEE Trans. Image Process. 28(3): 1163-1175 (2019)
[j63]
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Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Jiaying Liu, Shiliang Pu, Siwei Ma:
Content-Aware Convolutional Neural Network for In-Loop Filtering in High Efficiency Video Coding. IEEE Trans. Image Process. 28(7): 3343-3356 (2019)
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Yihang Lou, Yan Bai, Jun Liu, Shiqi Wang, Ling-Yu Duan:
Embedding Adversarial Learning for Vehicle Re-Identification. IEEE Trans. Image Process. 28(8): 3794-3807 (2019)
[j61]
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Yu Zhou, Leida Li, Shiqi Wang, Jinjian Wu, Yuming Fang, Xinbo Gao:
No-Reference Quality Assessment for View Synthesis Using DoG-Based Edge Statistics and Texture Naturalness. IEEE Trans. Image Process. 28(9): 4566-4579 (2019)
[j60]
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Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Enhanced Motion-Compensated Video Coding With Deep Virtual Reference Frame Generation. IEEE Trans. Image Process. 28(10): 4832-4844 (2019)
[j59]
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Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Three-Zone Segmentation-Based Motion Compensation for Video Compression. IEEE Trans. Image Process. 28(10): 5091-5104 (2019)
[j58]
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Yutao Liu, Ke Gu, Shiqi Wang, Debin Zhao, Wen Gao:
Blind Quality Assessment of Camera Images Based on Low-Level and High-Level Statistical Features. IEEE Trans. Multim. 21(1): 135-146 (2019)
[j57]
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Falei Luo, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Siwei Ma, Wen Gao:
GPU-Based Hierarchical Motion Estimation for High Efficiency Video Coding. IEEE Trans. Multim. 21(4): 851-862 (2019)
[j56]
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Mingliang Zhou, Xuekai Wei, Shiqi Wang, Sam Kwong, Chi-Keung Fong, Peter H. W. Wong, Wilson Y. F. Yuen, Wei Gao:
SSIM-Based Global Optimization for CTU-Level Rate Control in HEVC. IEEE Trans. Multim. 21(8): 1921-1933 (2019)
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  - conf/cvpr/LouB0WD19
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Yihang Lou, Yan Bai, Jun Liu, Shiqi Wang, Lingyu Duan:
VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild. CVPR 2019: 3235-3243
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Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Self-Critical N-Step Training for Image Captioning. CVPR 2019: 6300-6308
[c92]
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Qiudan Zhang, Xu Wang, Shiqi Wang, Shikai Li, Sam Kwong, Jianmin Jiang:
Learning to Explore Intrinsic Saliency for Stereoscopic Video. CVPR 2019: 9749-9758
[c91]
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Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Sam Kwong, Siwei Ma:
Extended Quad-Tree Partitioning for Future Video Coding. DCC 2019: 300-309
[c90]
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Jianhui Chang, Qi Mao, Zhenghui Zhao, Shanshe Wang, Shiqi Wang, Hong Zhu, Siwei Ma:
Layered Conceptual Image Compression Via Deep Semantic Synthesis. ICIP 2019: 694-698
[c89]
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Qi Mao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Fidelity or Quality? A Region-Aware Framework for Enhanced Image Decoding via Hybrid Neural Networks. ICIP 2019: 2616-2620
[c88]
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Shurun Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Scalable Facial Image Compression with Deep Feature Reconstruction. ICIP 2019: 2691-2695
[c87]
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Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao:
Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm. ICME 2019: 19-24
[c86]
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Junru Li, Meng Wang, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Siwei Ma, Wen Gao:
History-Based Motion Vector Prediction for Future Video Coding. ICME 2019: 67-72
[c85]
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  - conf/icmcs/YangZWWM019
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Lingbo Yang, Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Disentangled Human Action Video Generation via Decoupled Learning. ICME Workshops 2019: 495-500
[c84]
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  - conf/mm/DingMW19
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Keyan Ding, Kede Ma, Shiqi Wang:
Intrinsic Image Popularity Assessment. ACM Multimedia 2019: 1979-1987
[c83]
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Zhuo Chen, Kui Fan, Shiqi Wang, Ling-Yu Duan, Weisi Lin, Alex C. Kot:
Lossy Intermediate Deep Learning Feature Compression and Evaluation. ACM Multimedia 2019: 2414-2422
[c82]
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Keyan Ding, Ronggang Wang, Shiqi Wang:
Social Media Popularity Prediction: A Multiple Feature Fusion Approach with Deep Neural Networks. ACM Multimedia 2019: 2682-2686
[c81]
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Meng Wang, Junru Li, Li Zhang, Kai Zhang, Hongbin Liu, Shiqi Wang, Siwei Ma:
Fast Coding Unit Splitting Decisions for the Emergent AVS3 Standard. PCS 2019: 1-5
[c80]
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Yan Bai, Ling-Yu Duan, Yong Luo, Shiqi Wang, Yonggang Wen, Wen Gao:
Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach. VCIP 2019: 1-4
[i18]
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  - journals/corr/abs-1903-05921
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Shurun Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Scalable Facial Image Compression with Deep Feature Reconstruction. CoRR abs/1903.05921 (2019)
[i17]
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  - journals/corr/abs-1904-03567
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Siwei Ma, Xinfeng Zhang, Chuanmin Jia, Zhenghui Zhao, Shiqi Wang, Shanshe Wang:
Image and Video Compression with Neural Networks: A Review. CoRR abs/1904.03567 (2019)
[i16]
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  - journals/corr/abs-1904-06861
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Junlong Gao, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Self-critical n-step Training for Image Captioning. CoRR abs/1904.06861 (2019)
[i15]
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Minghao Yin, Xiu Li, Yongbing Zhang, Shiqi Wang:
On the Mathematical Understanding of ResNet with Feynman Path Integral. CoRR abs/1904.07568 (2019)
[i14]
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  - journals/corr/abs-1906-00717
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Junlong Gao, Xi Meng, Shiqi Wang, Xia Li, Shanshe Wang, Siwei Ma, Wen Gao:
Masked Non-Autoregressive Image Captioning. CoRR abs/1906.00717 (2019)
[i13]
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  - journals/corr/abs-1907-01985
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Keyan Ding, Kede Ma, Shiqi Wang:
Intrinsic Image Popularity Assessment. CoRR abs/1907.01985 (2019)
[i12]
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  - journals/corr/abs-1907-13368
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Yihang Lou, Ling-Yu Duan, Yong Luo, Ziqian Chen, Tongliang Liu, Shiqi Wang, Wen Gao:
Towards Digital Retina in Smart Cities: A Model Generation, Utilization and Communication Paradigm. CoRR abs/1907.13368 (2019)
[i11]
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  - journals/corr/abs-1908-01970
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Yiqun Xu, Wei Hu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma, Zongming Guo, Wen Gao:
Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds. CoRR abs/1908.01970 (2019)
[i10]
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  - journals/corr/abs-1908-11517
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Yang Li, Shengbin Meng, Xinfeng Zhang, Shiqi Wang, Yue Wang, Siwei Ma:
UGC-VIDEO: perceptual quality assessment of user-generated videos. CoRR abs/1908.11517 (2019)
[i9]
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  - journals/corr/abs-1912-07150
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Wenhan Yang, Robby T. Tan, Shiqi Wang, Yuming Fang, Jiaying Liu:
Single Image Deraining: From Model-Based to Data-Driven and Beyond. CoRR abs/1912.07150 (2019)
2018
[j55]
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Songchao Tan, Shurun Wang, Xiang Zhang, Shanshe Wang, Shiqi Wang, Siwei Ma, Wen Gao:
Visual Information Evaluation With Entropy of Primitive. IEEE Access 6: 31750-31758 (2018)
[j54]
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  - journals/cga/WangGZWL18
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Shiqi Wang, Ke Gu, Kai Zeng, Zhou Wang, Weisi Lin:
Objective Quality Assessment and Perceptual Compression of Screen Content Images. IEEE Computer Graphics and Applications 38(1): 47-58 (2018)
[j53]
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Yu Zhou, Leida Li, Shiqi Wang, Jinjian Wu, Yun Zhang:
No-reference quality assessment of DIBR-synthesized videos by measuring temporal flickering. J. Vis. Commun. Image Represent. 55: 30-39 (2018)
[j52]
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Xiaofei Pan, Jiaqi Zhang, Shanshe Wang, Shiqi Wang, Yun Zhou, Wenhua Ding, Yahui Yang:
HDR video quality assessment: Perceptual evaluation of compressed HDR video. J. Vis. Commun. Image Represent. 57: 76-83 (2018)
[j51]
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Shiqi Wang, Ke Gu, Xinfeng Zhang, Weisi Lin, Siwei Ma, Wen Gao:
Reduced-Reference Quality Assessment of Screen Content Images. IEEE Trans. Circuits Syst. Video Technol. 28(1): 1-14 (2018)
[j50]
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Xinfeng Zhang, Weisi Lin, Yabin Zhang, Shiqi Wang, Siwei Ma, Lingyu Duan, Wen Gao:
Rate-Distortion Optimized Sparse Coding With Ordered Dictionary for Image Set Compression. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3387-3397 (2018)
[j49]
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Haoliang Li, Wen Li, Hong Cao, Shiqi Wang, Feiyue Huang, Alex C. Kot:
Unsupervised Domain Adaptation for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 13(7): 1794-1809 (2018)
[j48]
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Haoliang Li, Peisong He, Shiqi Wang, Anderson Rocha, Xinghao Jiang, Alex C. Kot:
Learning Generalized Deep Feature Representation for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 13(10): 2639-2652 (2018)
[j47]
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Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma:
Probabilistic Decision Based Block Partitioning for Future Video Coding. IEEE Trans. Image Process. 27(3): 1475-1486 (2018)
[j46]
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Ling-Yu Duan, Wei Sun, Xinfeng Zhang, Shiqi Wang, Jie Chen, Jianxiong Yin, Simon See, Tiejun Huang, Alex C. Kot, Wen Gao:
Fast MPEG-CDVS Encoder With GPU-CPU Hybrid Computing. IEEE Trans. Image Process. 27(5): 2201-2216 (2018)
[j45]
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Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao:
Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding. IEEE Trans. Image Process. 27(8): 3753-3765 (2018)
[j44]
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Jing Cui, Ruiqin Xiong, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Hybrid All Zero Soft Quantized Block Detection for HEVC. IEEE Trans. Image Process. 27(10): 4987-5001 (2018)
[j43]
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Linwei Zhu, Yun Zhang, Shiqi Wang, Hui Yuan, Sam Kwong, Horace Ho-Shing Ip:
Convolutional Neural Network-Based Synthesized View Quality Enhancement for 3D Video Coding. IEEE Trans. Image Process. 27(11): 5365-5377 (2018)
[j42]
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Leida Li, Yu Zhou, Ke Gu, Weisi Lin, Shiqi Wang:
Quality Assessment of DIBR-Synthesized Images by Measuring Local Geometric Distortions and Global Sharpness. IEEE Trans. Multim. 20(4): 914-926 (2018)
[j41]
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Yan Bai, Yihang Lou, Feng Gao, Shiqi Wang, Yuwei Wu, Ling-Yu Duan:
Group-Sensitive Triplet Embedding for Vehicle Reidentification. IEEE Trans. Multim. 20(9): 2385-2399 (2018)
[j40]
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Songchao Tan, Siwei Ma, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Wen Gao:
Adaptive view synthesis optimization for low complexity 3D-HEVC encoding. J. Vis. Lang. Comput. 45: 44-50 (2018)
[c79]
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  - conf/bigmm/LiJWZWM018
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Yang Li, Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Joint Rate-Distortion Optimization for Simultaneous Texture and Deep Feature Compression of Facial Images. BigMM 2018: 1-5
[c78]
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Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot:
Domain Generalization With Adversarial Feature Learning. CVPR 2018: 5400-5409
[c77]
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Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Locally Refined Motion Compensation for Future Video Coding. DCC 2018: 431
[c76]
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Yiqun Xu, Wei Hu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Siwei Ma, Wen Gao:
Cluster-Based Point Cloud Coding with Normal Weighted Graph Fourier Transform. ICASSP 2018: 1753-1757
[c75]
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Zhuo Chen, Weisi Lin, Shiqi Wang, Long Xu, Leida Li:
Image Quality Assessment Based Label Smoothing in Deep Neural Network Learning. ICASSP 2018: 6742-6746
[c74]
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Lei Zhao, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao:
Enhanced Ctu-Level Inter Prediction with Deep Frame Rate Up-Conversion for High Efficiency Video Coding. ICIP 2018: 206-210
[c73]
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Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Multi-Hypothesis Prediction Based on Implicit Motion Vector Derivation for Video Coding. ICIP 2018: 2541-2545
[c72]
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Zhao Wang, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Fast QTBT Partitioning Decision for Interframe Coding with Convolution Neural Network. ICIP 2018: 2550-2554
[c71]
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Jia Zhang, Sam Kwong, Tiesong Zhao, Xu Wang, Shiqi Wang:
Complexity Control for HEVC Inter Coding Based on Two-Level Complexity Allocation and Mode Sorting. ICIP 2018: 3628-3632
[c70]
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Qi Mao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma:
Enhanced Image Decoding via Edge-Preserving Generative Adversarial Networks. ICME 2018: 1-6
[c69]
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Shanshe Wang, Junru Li, Shiqi Wang, Siwei Ma, Wen Gao:
A Frame Level Rate Control Algorithm For Screen Content Coding. ISCAS 2018: 1-4
[c68]
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Zhenghui Zhao, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma, Jiansheng Yang:
CNN-Based Bi-Directional Motion Compensation for High Efficiency Video Coding. ISCAS 2018: 1-4
[c67]
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Yihang Lou, Yan Bai, Shiqi Wang, Ling-Yu Duan:
Multi-Scale Context Attention Network for Image Retrieval. ACM Multimedia 2018: 1128-1136
[c66]
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Ziqian Chen, Shiqi Wang, Dapeng Oliver Wu, Tiejun Huang, Ling-Yu Duan:
From Data to Knowledge: Deep Learning Model Compression, Transmission and Communication. ACM Multimedia 2018: 1625-1633
[c65]
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Minghao Yin, Yongbing Zhang, Xiu Li, Shiqi Wang:
When Deep Fool Meets Deep Prior: Adversarial Attack on Super-Resolution Network. ACM Multimedia 2018: 1930-1938
[i8]
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Zhuo Chen, Weisi Lin, Shiqi Wang, Lingyu Duan, Alex C. Kot:
Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing. CoRR abs/1809.06196 (2018)
2017
[j39]
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Leida Li, Ya Yan, Zhaolin Lu, Jinjian Wu, Ke Gu, Shiqi Wang:
No-Reference Quality Assessment of Deblurred Images Based on Natural Scene Statistics. IEEE Access 5: 2163-2171 (2017)
[j38]
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Xiongkuo Min, Guangtao Zhai, Ke Gu, Jing Liu, Shiqi Wang, Xinfeng Zhang, Xiaokang Yang:
Visual attention analysis and prediction on human faces. Inf. Sci. 420: 417-430 (2017)
[j37]
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Bo Hu, Leida Li, Jinjian Wu, Shiqi Wang, Lu Tang, Jiansheng Qian:
No-reference quality assessment of compressive sensing image recovery. Signal Process. Image Commun. 58: 165-174 (2017)
[j36]
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Xinfeng Zhang, Shiqi Wang, Ke Gu, Weisi Lin, Siwei Ma, Wen Gao:
Just-Noticeable Difference-Based Perceptual Optimization for JPEG Compression. IEEE Signal Process. Lett. 24(1): 96-100 (2017)
[j35]
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Xinfeng Zhang, Shiqi Wang, Yabin Zhang, Weisi Lin, Siwei Ma, Wen Gao:
High-Efficiency Image Coding via Near-Optimal Filtering. IEEE Signal Process. Lett. 24(9): 1403-1407 (2017)
[j34]
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Siwei Ma, Xiang Zhang, Shiqi Wang, Jian Zhang, Huifang Sun, Wen Gao:
Entropy of Primitive: From Sparse Representation to Visual Information Evaluation. IEEE Trans. Circuits Syst. Video Technol. 27(2): 249-260 (2017)
[j33]
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Songchao Tan, Siwei Ma, Shanshe Wang, Shiqi Wang, Wen Gao:
Inter-View Dependency-Based Rate Control for 3D-HEVC. IEEE Trans. Circuits Syst. Video Technol. 27(2): 337-351 (2017)
[j32]
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Xinfeng Zhang, Ruiqin Xiong, Weisi Lin, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao:
Low-Rank-Based Nonlocal Adaptive Loop Filter for High-Efficiency Video Compression. IEEE Trans. Circuits Syst. Video Technol. 27(10): 2177-2188 (2017)
[j31]
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Shiqi Wang, Abdul Rehman, Kai Zeng, Jiheng Wang, Zhou Wang:
SSIM-Motivated Two-Pass VBR Coding for HEVC. IEEE Trans. Circuits Syst. Video Technol. 27(10): 2189-2203 (2017)
[j30]
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Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma:
Adaptive Progressive Motion Vector Resolution Selection Based on Rate-Distortion Optimization. IEEE Trans. Image Process. 26(1): 400-413 (2017)
[j29]
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Xiang Zhang, Siwei Ma, Shiqi Wang, Xinfeng Zhang, Huifang Sun, Wen Gao:
A Joint Compression Scheme of Video Feature Descriptors and Visual Content. IEEE Trans. Image Process. 26(2): 633-647 (2017)
[j28]
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Xianming Liu, Deming Zhai, Jiantao Zhou, Shiqi Wang, Debin Zhao, Huijun Gao:
Sparsity-Based Image Error Concealment via Adaptive Dual Dictionary Learning and Regularization. IEEE Trans. Image Process. 26(2): 782-796 (2017)
[j27]
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Jiheng Wang, Shiqi Wang, Kede Ma, Zhou Wang:
Perceptual Depth Quality in Distorted Stereoscopic Images. IEEE Trans. Image Process. 26(3): 1202-1215 (2017)
[j26]
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Jiheng Wang, Shiqi Wang, Zhou Wang:
Asymmetrically Compressed Stereoscopic 3D Videos: Quality Assessment and Rate-Distortion Performance Evaluation. IEEE Trans. Image Process. 26(3): 1330-1343 (2017)
[j25]
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Yuming Fang, Jiebin Yan, Jiaying Liu, Shiqi Wang, Qiaohong Li, Zongming Guo:
Objective Quality Assessment of Screen Content Images by Uncertainty Weighting. IEEE Trans. Image Process. 26(4): 2016-2027 (2017)
[j24]
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Jing Cui, Shanshe Wang, Shiqi Wang, Xinfeng Zhang, Siwei Ma, Wen Gao:
Hybrid Laplace Distribution-Based Low Complexity Rate-Distortion Optimized Quantization. IEEE Trans. Image Process. 26(8): 3802-3816 (2017)
[j23]
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Shiqi Wang, Xinfeng Zhang, Xianming Liu, Jian Zhang, Siwei Ma, Wen Gao:
Utility-Driven Adaptive Preprocessing for Screen Content Video Compression. IEEE Trans. Multim. 19(3): 660-667 (2017)
[j22]
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Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang, Shiqi Wang:
No-Reference and Robust Image Sharpness Evaluation Based on Multiscale Spatial and Spectral Features. IEEE Trans. Multim. 19(5): 1030-1040 (2017)
[j21]
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Jie Lin, Ling-Yu Duan, Shiqi Wang, Yan Bai, Yihang Lou, Vijay Chandrasekhar, Tiejun Huang, Alex ChiChung Kot, Wen Gao:
HNIP: Compact Deep Invariant Representations for Video Matching, Localization, and Retrieval. IEEE Trans. Multim. 19(9): 1968-1983 (2017)
[c64]
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Zhao Wang, Shiqi Wang, Jian Zhang, Shanshe Wang, Siwei Ma:
Effective Quadtree Plus Binary Tree Block Partition Decision for Future Video Coding. DCC 2017: 23-32
[c63]
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Xiang Zhang, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao:
Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation. DCC 2017: 380-389
[c62]
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Yihang Lou, Yan Bai, Jie Lin, Shiqi Wang, Jie Chen, Vijay Chandrasekhar, Ling-Yu Duan, Tiejun Huang, Alex ChiChung Kot, Wen Gao:
Compact Deep Invariant Descriptors for Video Retrieval. DCC 2017: 420-429
[c61]
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Jiheng Wang, Qingbo Wu, Abdul Rehman, Shiqi Wang, Zhou Wang:
Blind Quality Prediction of Stereoscopic 3D Images. HVEI 2017: 70-76
[c60]
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  - conf/icip/BaiLCLWDHK17
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Yan Bai, Jie Lin, Vijay Chandrasekhar, Yihang Lou, Shiqi Wang, Ling-Yu Duan, Tiejun Huang, Alex C. Kot:
Deep regional feature pooling for video matching. ICIP 2017: 380-384
[c59]
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  - conf/icip/SunZWCD17
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Wei Sun, Xinfeng Zhang, Shiqi Wang, Jie Chen, Ling-Yu Duan:
GPU Based fast MPEG-CDVS encoder. ICIP 2017: 1122-1126
[c58]
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Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Xiang Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma:
Optimized inter-view prediction based light field image compression with adaptive reconstruction. ICIP 2017: 4572-4576
[c57]
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Lei Zhao, Xiang Zhang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Intelligent analysis oriented surveillance video coding. ICME 2017: 37-42
[c56]
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  - conf/icmcs/WangW0W17
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Jiheng Wang, Shiqi Wang, Kai Zeng, Zhou Wang:
Quality assessment of multi-view-plus-depth images. ICME 2017: 85-90
[c55]
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  - conf/icmcs/EmGLWHD17
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Yan Em, Feng Gao, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan:
Incorporating intra-class variance to fine-grained visual recognition. ICME 2017: 1452-1457
[c54]
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Feng Gao, Yihang Lou, Yan Bai, Shiqi Wang, Tiejun Huang, Ling-Yu Duan:
Improving object detection with region similarity learning. ICME 2017: 1488-1493
[c53]
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  - conf/mediaforensics/LiWK17
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Haoliang Li, Shiqi Wang, Alex C. Kot:
Image Recapture Detection with Convolutional and Recurrent Neural Networks. Media Watermarking, Security, and Forensics 2017: 87-91
[c52]
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Daiqian Ma, Feng Gao, Yan Bai, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan:
From Part to Whole: Who is Behind the Painting? ACM Multimedia 2017: 1174-1182
[c51]
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  - conf/pcm/JiaYZWWM17
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Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma:
Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction. PCM (1) 2017: 47-55
[c50]
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  - conf/pcm/ZhaoLWZ17
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Wenbo Zhao, Xianming Liu, Shiqi Wang, Debin Zhao:
Multi-scale Similarity Enhanced Guided Normal Filtering. PCM (2) 2017: 645-653
[c49]
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  - conf/vcip/JiaWZWM17
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Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Spatial-temporal residue network based in-loop filter for video coding. VCIP 2017: 1-4
[c48]
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  - conf/vcip/WangWGGM017
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Shanshe Wang, Shiqi Wang, Ke Gu, Xiaoqiang Guo, Siwei Ma, Wen Gao:
Internal generative mechanism inspired reduced reference image quality assessment with entropy of primitive. VCIP 2017: 1-4
[c47]
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Yiqun Xu, Shanshe Wang, Xinfeng Zhang, Shiqi Wang, Nan Zhang, Siwei Ma, Wen Gao:
Rate-distortion optimized scan for point cloud color compression. VCIP 2017: 1-4
[c46]
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Linwei Zhu, Sam Kwong, Yun Zhang, Xu Wang, Shiqi Wang:
Multi-class ranking based most probable prediction unit selection for HEVC encoding. VCIP 2017: 1-4
[i7]
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Yan Bai, Feng Gao, Yihang Lou, Shiqi Wang, Tiejun Huang, Ling-Yu Duan:
Incorporating Intra-Class Variance to Fine-Grained Visual Recognition. CoRR abs/1703.00196 (2017)
[i6]
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Feng Gao, Yihang Lou, Yan Bai, Shiqi Wang, Tiejun Huang, Ling-Yu Duan:
Improving Object Detection with Region Similarity Learning. CoRR abs/1703.00234 (2017)
[i5]
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Ling-Yu Duan, Vijay Chandrasekhar, Shiqi Wang, Yihang Lou, Jie Lin, Yan Bai, Tiejun Huang, Alex ChiChung Kot, Wen Gao:
Compact Descriptors for Video Analysis: the Emerging MPEG Standard. CoRR abs/1704.08141 (2017)
[i4]
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Zhuo Chen, Weisi Lin, Shiqi Wang, Long Xu, Leida Li:
Image Quality Assessment Guided Deep Neural Networks Training. CoRR abs/1708.03880 (2017)
[i3]
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Chuanmin Jia, Shiqi Wang, Xinfeng Zhang, Shanshe Wang, Siwei Ma:
Spatial-Temporal Residue Network Based In-Loop Filter for Video Coding. CoRR abs/1709.08462 (2017)
[i2]
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Lingyu Duan, Yihang Lou, Shiqi Wang, Wen Gao, Yong Rui:
AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards and Beyond. CoRR abs/1712.01432 (2017)
2016
[j20]
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Shiqi Wang, Ke Gu, Xiang Zhang, Weisi Lin, Li Zhang, Siwei Ma, Wen Gao:
Subjective and Objective Quality Assessment of Compressed Screen Content Images. IEEE J. Emerg. Sel. Topics Circuits Syst. 6(4): 532-543 (2016)
[j19]
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Siwei Ma, Xinfeng Zhang, Jian Zhang, Chuanmin Jia, Shiqi Wang, Wen Gao:
Nonlocal In-Loop Filter: The Way Toward Next-Generation Video Coding? IEEE Multim. 23(2): 16-26 (2016)
[j18]
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Shanshe Wang, Falei Luo, Siwei Ma, Xiang Zhang, Shiqi Wang, Debin Zhao, Wen Gao:
Low complexity encoder optimization for HEVC. J. Vis. Commun. Image Represent. 35: 120-131 (2016)
[j17]
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Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Xiaokang Yang, Wenjun Zhang:
Content-weighted mean-squared error for quality assessment of compressed images. Signal Image Video Process. 10(5): 803-810 (2016)
[j16]
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Leida Li, Ya Yan, Yuming Fang, Shiqi Wang, Lu Tang, Jiansheng Qian:
Perceptual quality evaluation for image defocus deblurring. Signal Process. Image Commun. 48: 81-91 (2016)
[j15]
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Ke Gu, Shiqi Wang, Guangtao Zhai, Weisi Lin, Xiaokang Yang, Wenjun Zhang:
Analysis of Distortion Distribution for Pooling in Image Quality Prediction. IEEE Trans. Broadcast. 62(2): 446-456 (2016)
[j14]
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Shiqi Wang, Ke Gu, Siwei Ma, Wen Gao:
Joint Chroma Downsampling and Upsampling for Screen Content Image. IEEE Trans. Circuits Syst. Video Technol. 26(9): 1595-1609 (2016)
[j13]
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Shiqi Wang, Lin Ma, Yuming Fang, Weisi Lin, Siwei Ma, Wen Gao:
Just Noticeable Difference Estimation for Screen Content Images. IEEE Trans. Image Process. 25(8): 3838-3851 (2016)
[j12]
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Shiqi Wang, Ke Gu, Siwei Ma, Weisi Lin, Xianming Liu, Wen Gao:
Guided Image Contrast Enhancement Based on Retrieved Images in Cloud. IEEE Trans. Multim. 18(2): 219-232 (2016)
[j11]
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Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Xiaokang Yang, Weisi Lin, Wenjun Zhang, Wen Gao:
Blind Quality Assessment of Tone-Mapped Images Via Analysis of Information, Naturalness, and Structure. IEEE Trans. Multim. 18(3): 432-443 (2016)
[j10]
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Ke Gu, Shiqi Wang, Huan Yang, Weisi Lin, Guangtao Zhai, Xiaokang Yang, Wenjun Zhang:
Saliency-Guided Quality Assessment of Screen Content Images. IEEE Trans. Multim. 18(6): 1098-1110 (2016)
[c45]
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  - conf/dcc/ZhangMWWZ016
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Xiang Zhang, Siwei Ma, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Wen Gao:
From Visual Search to Video Compression: A Compact Representation Framework for Video Feature Descriptors. DCC 2016: 407-416
[c44]
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  - conf/icip/YeganehWZEW16
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Hojatollah Yeganeh, Shiqi Wang, Kai Zeng, Mahzar Eisapour, Zhou Wang:
Objective quality assessment of tone-mapped videos. ICIP 2016: 899-903
[c43]
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  - conf/ipta/LiWK16
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Haoliang Li, Shiqi Wang, Alex C. Kot:
Face spoofing detection with image quality regression. IPTA 2016: 1-6
[c42]
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  - conf/iscas/XieZWZM16
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Lijuan Xie, Xiang Zhang, Shiqi Wang, Xinfeng Zhang, Siwei Ma:
Quality assessment of tone-mapped images based on sparse representation. ISCAS 2016: 2218-2221
[c41]
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  - conf/pcm/FangYLWLG16
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Yuming Fang, Jiebin Yan, Jiaying Liu, Shiqi Wang, Qiaohong Li, Zongming Guo:
Objective Quality Assessment of Screen Content Images by Structure Information. PCM (2) 2016: 609-616
[c40]
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  - conf/vcip/JiaZZWM16
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Chuanmin Jia, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma:
Deep convolutional network based image quality enhancement for low bit rate image compression. VCIP 2016: 1-4
[c39]
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  - conf/vcip/SuLWWGM16
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Jing Su, Falei Luo, Shanshe Wang, Shiqi Wang, Xiaoqiang Guo, Siwei Ma:
A novel mode decision for depth map coding in 3D-AVS. VCIP 2016: 1-4
[c38]
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Zhao Wang, Shiqi Wang, Jian Zhang, Siwei Ma:
Local-constrained quadtree plus binary tree block partition structure for enhanced video coding. VCIP 2016: 1-4
[c37]
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Shurun Wang, Zhenghui Zhao, Xiang Zhang, Jian Zhang, Shiqi Wang, Siwei Ma, Wen Gao:
Improved entropy of primitive for visual information estimation. VCIP 2016: 1-4
[c36]
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  - conf/vcip/XieZWWZM16
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Lijuan Xie, Xiang Zhang, Shiqi Wang, Shanshe Wang, Xinfeng Zhang, Siwei Ma:
Perceptually optimized sparse coding for HDR images via divisive normalization. VCIP 2016: 1-4
[i1]
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Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao:
Globally Variance-Constrained Sparse Representation for Image Set Compression. CoRR abs/1608.04902 (2016)
2015
[j9]
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Shiqi Wang, Kede Ma, Hojatollah Yeganeh, Zhou Wang, Weisi Lin:
A Patch-Structure Representation Method for Quality Assessment of Contrast Changed Images. IEEE Signal Process. Lett. 22(12): 2387-2390 (2015)
[j8]
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Jiheng Wang, Abdul Rehman, Kai Zeng, Shiqi Wang, Zhou Wang:
Quality Prediction of Asymmetrically Distorted Stereoscopic 3D Images. IEEE Trans. Image Process. 24(11): 3400-3414 (2015)
[c35]
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Shiqi Wang, Ke Gu, Siwei Ma, Weisi Lin, Xiang Zhang, Wen Gao:
Cloud Based Image Contrast Enhancement. BigMM 2015: 148-155
[c34]
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Xiang Zhang, Shiqi Wang, Siwei Ma, Wen Gao:
Towards Accurate and Efficient Image Quality Assessment with Interest Points. BigMM 2015: 164-170
[c33]
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  - conf/bigmm/FanWWXM15
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Juanting Fan, Shanshe Wang, Shiqi Wang, Ruiqin Xiong, Siwei Ma:
Inter-frame Correlation Based Quantization Parameter Offset Optimization for Screen Content Video Coding. BigMM 2015: 420-423
[c32]
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  - conf/icip/WangGZWL15
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Shiqi Wang, Ke Gu, Kai Zeng, Zhou Wang, Weisi Lin:
Perceptual screen content image quality assessment and compression. ICIP 2015: 1434-1438
[c31]
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  - conf/icip/WangWW15
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Jiheng Wang, Shiqi Wang, Zhou Wang:
Quality prediction of asymmetrically compressed stereoscopic videos. ICIP 2015: 3427-3431
[c30]
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  - conf/icip/HuangDLWMH15
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Zhangshuai Huang, Ling-Yu Duan, Jie Lin, Shiqi Wang, Siwei Ma, Tiejun Huang:
An efficient coding framework for compact descriptors extracted from video sequence. ICIP 2015: 3822-3826
[c29]
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  - conf/icmcs/ZhangWWMG15
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Xiang Zhang, Shiqi Wang, Shanshe Wang, Siwei Ma, Wen Gao:
Feature-matching based motion prediction for high efficiency video coding in cloud. ICME Workshops 2015: 1-6
[c28]
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  - conf/iscas/GuWZML15
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Ke Gu, Shiqi Wang, Guangtao Zhai, Siwei Ma, Weisi Lin:
Screen image quality assessment incorporating structural degradation measurement. ISCAS 2015: 125-128
[c27]
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  - conf/iscas/ZhangWMXG15
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Xiang Zhang, Shiqi Wang, Siwei Ma, Ruiqin Xiong, Wen Gao:
Towards accurate visual information estimation with Entropy of Primitive. ISCAS 2015: 1046-1049
[c26]
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Ke Gu, Guangtao Zhai, Shiqi Wang, Min Liu, Jiantao Zhou, Weisi Lin:
A general histogram modification framework for efficient contrast enhancement. ISCAS 2015: 2816-2819
[c25]
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Shuolin Di, Zhebin Zhang, Shiqi Wang, Nan Zhang, Siwei Ma:
Image guided label map propagation in video sequences. ISCAS 2015: 2820-2823
[c24]
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  - conf/ism/ZhangLWM15
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Xinfeng Zhang, Weisi Lin, Shiqi Wang, Siwei Ma:
Nonlocal Adaptive In-Loop Filter via Content-Dependent Soft-Thresholding for HEVC. ISM 2015: 465-470
[c23]
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  - conf/mmsp/NasiriWRWW15
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Rasoul Mohammadi Nasiri, Jiheng Wang, Abdul Rehman, Shiqi Wang, Zhou Wang:
Perceptual quality assessment of high frame rate video. MMSP 2015: 1-6
[c22]
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  - conf/mmsp/WangRZW15
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Shiqi Wang, Abdul Rehman, Kai Zeng, Zhou Wang:
SSIM-inspired two-pass rate control for High Efficiency Video Coding. MMSP 2015: 1-5
[c21]
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Jiheng Wang, Shiqi Wang, Zhou Wang:
Depth perception of distorted stereoscopic images. MMSP 2015: 1-6
[c20]
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  - conf/pcs/ShiZWXM15
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Sheng Shi, Xiang Zhang, Shiqi Wang, Ruiqin Xiong, Siwei Ma:
Study on subjective quality assessment of Screen Content Images. PCS 2015: 75-79
[c19]
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  - conf/pcs/ZhangWMG15
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Xiang Zhang, Shiqi Wang, Siwei Ma, Wen Gao:
A study on interest point guided visual saliency. PCS 2015: 307-311
[c18]
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  - conf/smc/ZhangWGJMG15
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Xiang Zhang, Shiqi Wang, Ke Gu, Tingting Jiang, Siwei Ma, Wen Gao:
Sparse Structural Similarity for Objective Image Quality Assessment. SMC 2015: 1561-1566
[c17]
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  - conf/vcip/ZhangLMWG15
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Xinfeng Zhang, Weisi Lin, Siwei Ma, Shiqi Wang, Wen Gao:
Rate-distortion based sparse coding for image set compression. VCIP 2015: 1-4
2014
[j7]
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  - journals/tmm/MaWG14
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Siwei Ma, Shiqi Wang, Wen Gao:
Low Complexity Adaptive View Synthesis Optimization in HEVC Based 3D Video Coding. IEEE Trans. Multim. 16(1): 266-271 (2014)
2013
[j6]
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  - journals/jstsp/MaWYSG13
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Siwei Ma, Shiqi Wang, Qin Yu, Junjun Si, Wen Gao:
Mode Dependent Coding Tools for Video Coding. IEEE J. Sel. Top. Signal Process. 7(6): 990-1000 (2013)
[j5]
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Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao:
Rate-GOP Based Rate Control for High Efficiency Video Coding. IEEE J. Sel. Top. Signal Process. 7(6): 1101-1111 (2013)
[j4]
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Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao:
Perceptual Video Coding Based on SSIM-Inspired Divisive Normalization. IEEE Trans. Image Process. 22(4): 1418-1429 (2013)
[j3]
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Jingjing Fu, Dan Miao, Weiren Yu, Shiqi Wang, Yan Lu, Shipeng Li:
Kinect-Like Depth Data Compression. IEEE Trans. Multim. 15(6): 1340-1352 (2013)
[c16]
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  - conf/dcc/MaWWZYG13
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Siwei Ma, Shiqi Wang, Shanshe Wang, Liang Zhao, Qin Yu, Wen Gao:
Low Complexity Rate Distortion Optimization for HEVC. DCC 2013: 73-82
[c15]
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Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao:
Quadratic ρ-domain based rate control algorithm for HEVC. ICASSP 2013: 1695-1699
[c14]
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Siwei Ma, Shiqi Wang, Wen Gao:
Overview of IEEE 1857 video coding standard. ICIP 2013: 1500-1504
[c13]
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Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao:
Fast multi reference frame motion estimation for high efficiency video coding. ICIP 2013: 2005-2009
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Shanshe Wang, Siwei Ma, Li Zhang, Shiqi Wang, Debin Zhao, Wen Gao:
Multi layer based rate control algorithm for HEVC. ISCAS 2013: 41-44
[c11]
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Shiqi Wang, Xiang Zhang, Siwei Ma, Wen Gao:
Reduced reference image quality assessment using entropy of primitives. PCS 2013: 193-196
[c10]
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Junjun Si, Siwei Ma, Shiqi Wang, Wen Gao:
Laplace distribution based CTU level rate control for HEVC. VCIP 2013: 1-6
[c9]
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Xiang Zhang, Shiqi Wang, Siwei Ma, Shaohui Liu, Wen Gao:
Entropy of primitive: A top-down methodology for evaluating the perceptual visual information. VCIP 2013: 1-6
2012
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Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao:
SSIM-Motivated Rate-Distortion Optimization for Video Coding. IEEE Trans. Circuits Syst. Video Technol. 22(4): 516-529 (2012)
[c8]
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Qin Yu, Xinfeng Zhang, Shiqi Wang, Siwei Ma:
Early termination of coding unit splitting for HEVC. APSIPA 2012: 1-4
[c7]
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  - conf/icmcs/FuMYWLL12
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Jingjing Fu, Dan Miao, Weiren Yu, Shiqi Wang, Yan Lu, Shipeng Li:
Kinect-Like Depth Compression with 2D+T Prediction. ICME Workshops 2012: 599-604
[c6]
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Shiqi Wang, Jingjing Fu, Yan Lu, Shipeng Li, Wen Gao:
Content-aware layered compound video compression. ISCAS 2012: 145-148
[c5]
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Jingjing Fu, Shiqi Wang, Yan Lu, Shipeng Li, Wenjun Zeng:
Kinect-like depth denoising. ISCAS 2012: 512-515
[c4]
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Siwei Ma, Shiqi Wang, Wen Gao:
Zero-synthesis view difference aware view synthesis optimization for HEVC based 3D video compression. VCIP 2012: 1-6
2011
[c3]
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Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao:
Rate-SSIM optimization for video coding. ICASSP 2011: 833-836
[c2]
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Shiqi Wang, Abdul Rehman, Zhou Wang, Siwei Ma, Wen Gao:
SSIM-inspired divisive normalization for perceptual video coding. ICIP 2011: 1657-1660
2010
[j1]
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Luhong Liang, Shiqi Wang, Jianhua Chen, Siwei Ma, Debin Zhao, Wen Gao:
No-reference perceptual image quality metric using gradient profiles for JPEG2000. Signal Process. Image Commun. 25(7): 502-516 (2010)
[c1]
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Shiqi Wang, Siwei Ma, Wen Gao:
SSIM based perceptual distortion rate optimization coding. VCIP 2010: 774407

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