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Yunsong Li

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2024
[j271]
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Guang Jiang, Jiahui Zhu, Yunsong Li, Pengcheng An, Yunlong Wang:
NaMemo2: Facilitating Teacher-Student Interaction with Theory-Based Design and Student Autonomy Consideration. Educ. Inf. Technol. 29(6): 7259-7279 (2024)
[j270]
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Jiahui Qu, Liusheng Xiao, Wenqian Dong, Yunsong Li:
MTLSC-Diff: Multitask learning with diffusion models for hyperspectral image super-resolution and classification. Knowl. Based Syst. 303: 112415 (2024)
[j269]
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Jizhou Cui, Wenqian Dong, Jiahui Qu, Xiaoyang Wu, Song Xiao, Yunsong Li:
CFMDM: Coarse-to-Fine Meta-Diffusion Model for Scale-Arbitrary Hyperspectral Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j268]
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Guocheng Li, Bobo Xi, Yufei He, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Diamond-Unet: A Novel Semantic Segmentation Network Based on U-Net Network and Transformer for Deep Space Rock Images. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j267]
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Qihan Xu, Bobo Xi, Haitao Xu, Yun Huang, Yunsong Li, Jocelyn Chanussot:
Small Object-Aware Video Coding for Machines via Feature-Motion Synergy. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)
[j266]
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Yunsong Li, Debao Yuan:
Frequency distribution-aware network based on discrete cosine transformation (DCT) for remote sensing image super resolution. PeerJ Comput. Sci. 10: e2255 (2024)
[j265]
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Long Gao, Langkun Chen, Pan Liu, Yan Jiang, Yunsong Li, Jifeng Ning:
Transformer-based visual object tracking via fine-coarse concatenated attention and cross concatenated MLP. Pattern Recognit. 146: 109964 (2024)
[j264]
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  - journals/remotesensing/ZhangZWGWYZL24
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Jing Zhang, Renjie Zheng, Zekang Wan, Ruijing Geng, Yi Wang, Yu Yang, Xuepeng Zhang, Yunsong Li:
Hyperspectral Image Super-Resolution Based on Feature Diversity Extraction. Remote. Sens. 16(3): 436 (2024)
[j263]
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Jingpu Zhang, Ziyan Zhong, Xingzhuo Wei, Xianyun Wu, Yunsong Li:
Remote Sensing Image Harmonization Method for Fine-Grained Ship Classification. Remote. Sens. 16(12): 2192 (2024)
[j262]
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Guohong Liu, Cong Liu, Xianyun Wu, Yunsong Li, Xiao Zhang, Junjie Xu:
Optimization of Remote-Sensing Image-Segmentation Decoder Based on Multi-Dilation and Large-Kernel Convolution. Remote. Sens. 16(15): 2851 (2024)
[j261]
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Keyan Wang, Jia Jia, Peicheng Zhou, Haoyi Ma, Liyun Yang, Kai Liu, Yunsong Li:
Efficient On-Board Compression for Arbitrary-Shaped Cloud-Covered Remote Sensing Images via Adaptive Filling and Controllable Quantization. Remote. Sens. 16(18): 3431 (2024)
[j260]
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Jing Zhang, Zhaolong Hong, Xu Chen, Yunsong Li:
Few-Shot Object Detection for Remote Sensing Imagery Using Segmentation Assistance and Triplet Head. Remote. Sens. 16(19): 3630 (2024)
[j259]
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Yunsong Li, Jiaping Zhong, Weiying Xie, Paolo Gamba:
A Representation-Learning-Based Graph and Generative Network for Hyperspectral Small Target Detection. Remote. Sens. 16(19): 3638 (2024)
[j258]
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Keyan Wang, Xueyan Wu, Peicheng Zhou, Zuntian Chen, Rui Zhang, Liyun Yang, Yunsong Li:
AFE-Net: Attention-Guided Feature Enhancement Network for Infrared Small Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4208-4221 (2024)
[j257]
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Weiying Xie, Xiaohong Xu, Yunsong Li:
Decentralized Federated GAN for Hyperspectral Change Detection in Edge Computing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8863-8874 (2024)
[j256]
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Xiaomeng Tan, Bobo Xi, Jiaojiao Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Review of Zero-Shot Remote Sensing Image Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11274-11289 (2024)
[j255]
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Xiaomeng Tan, Bobo Xi, Haitao Xu, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
MFINet: A Novel Zero-Shot Remote Sensing Scene Classification Network Based on Multimodal Feature Interaction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11670-11684 (2024)
[j254]
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Cheng Xu, Fei Ye, Fanqiang Kong, Yunsong Li, Zhijie Lv:
MSCC-ViT:A Multiscale Visual-Transformer Network Using Convolution Crossing Attention for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 18070-18082 (2024)
[j253]
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Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li:
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification. IEEE Trans. Circuits Syst. Video Technol. 34(8): 7643-7656 (2024)
[j252]
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Daixun Li, Weiying Xie, Zixuan Wang, Yibing Lu, Yunsong Li, Leyuan Fang:
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10353-10367 (2024)
[j251]
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Jiaojiao Li, Penghao Tian, Rui Song, Haitao Xu, Yunsong Li, Qian Du:
PCViT: A Pyramid Convolutional Vision Transformer Detector for Object Detection in Remote-Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j250]
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Mingshuo Cai, Bobo Xi, Jiaojiao Li, Shou Feng, Yunsong Li, Zan Li, Jocelyn Chanussot:
Mind the Gap: Multilevel Unsupervised Domain Adaptation for Cross-Scene Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j249]
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Kailang Cao, Jiaojiao Li, Rui Song, Zhiqiang Liu, Yunsong Li:
Model-Driven Deep Pipeline With Uncertainty-Aware Bundle Adjustment for Satellite Photogrammetry. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j248]
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Wenqian Dong, Yonghui Chen, Song Xiao, Jiahui Qu, Yunsong Li:
Incremental Detection of Hyperspectral Targets in Consistent Scenes With Continuous Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j247]
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Wenqian Dong, Sen Liu, Song Xiao, Jiahui Qu, Yunsong Li:
ISPDiff: Interpretable Scale-Propelled Diffusion Model for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j246]
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Wenqian Dong, Jiahui Qu, Tian Zhang, Song Xiao, Yunsong Li:
Contrastive Constrained Cross-Scene Model- Informed Interpretable Classification Strategy for Hyperspectral and LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j245]
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Shou Feng, Hongzhe Zhang, Bobo Xi, Chunhui Zhao, Yunsong Li, Jocelyn Chanussot:
Cross-Domain Few-Shot Learning Based on Decoupled Knowledge Distillation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j244]
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Yufei He, Bobo Xi, Guocheng Li, Tie Zheng, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
Multilevel Attention Dynamic-Scale Network for HSI and LiDAR Data Fusion Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024)
[j243]
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Jiaojiao Li, Shiyao Duan, Yihong Leng, Rui Song, Yunsong Li, Qian Du:
Residual Mask in Cascaded Convolutional Transformer for Spectral Reconstruction. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j242]
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Yunsong Li, Wen-jin Guo, Weiying Xie, Tao Jiang, Qian Du:
MMIF: Interpretable Hyperspectral and Multispectral Image Fusion via Maximum Mutual Information. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j241]
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Jiaojiao Li, Yuzhe Liu, Rui Song, Wei Li, Yunsong Li, Qian Du:
HyperMLP: Superpixel Prior and Feature Aggregated Perceptron Networks for Hyperspectral and LiDAR Hybrid Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j240]
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Daixun Li, Weiying Xie, Yunsong Li, Leyuan Fang:
FedFusion: Manifold-Driven Federated Learning for Multi-Satellite and Multi-Modality Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j239]
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Boao Qin, Shou Feng, Chunhui Zhao, Bobo Xi, Wei Li, Ran Tao, Yunsong Li:
Hyperspherical Structural-Aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j238]
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Jiahui Qu, Xuyao Liu, Wenqian Dong, Yang Liu, Tongzhen Zhang, Yang Xu, Yunsong Li:
Progressive Multi-Iteration Registration-Fusion Co-Optimization Network for Unregistered Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j237]
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Jiahui Qu, Peicheng Yang, Wenqian Dong, Xiaohan Zhang, Yunsong Li:
A Semi-Supervised Multiscale Convolutional Sparse Coding-Guided Deep Interpretable Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j236]
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Jiahui Qu, Jingyu Zhao, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du:
Feature Mutual Representation-Based Graph Domain Adaptive Network for Unsupervised Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j235]
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Xiaomeng Tan, Bobo Xi, Haitao Xu, Jiaojiao Li, Yunsong Li, Changbin Xue, Jocelyn Chanussot:
A Lightweight Framework With Knowledge Distillation for Zero-Shot Mars Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024)
[j234]
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Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie, Yunsong Li:
SwiMDiff: Scene-Wide Matching Contrastive Learning With Diffusion Constraint for Remote Sensing Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
[j233]
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Bobo Xi, Yun Zhang, Jiaojiao Li, Yunsong Li, Zan Li, Jocelyn Chanussot:
CTF-SSCL: CNN-Transformer for Few-Shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024)
[j232]
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Weiying Xie, Yibing Lu, Daixun Li, Yunsong Li:
Ebbinghaus-Curve Guided Low-Rank Component-Induced Attention for Multisource Remote Sensing Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024)
[j231]
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Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li:
RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024)
[j230]
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Yunshuang Xu, Song Xiao, Jiahui Qu, Wenqian Dong, Yunsong Li, Haoming Xia:
Parallel Compared-and-Stacked Pyramid Transformer Network for Unsupervised Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024)
[j229]
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Yueguang Yang, Jiahui Qu, Wenqian Dong, Tongzhen Zhang, Song Xiao, Yunsong Li:
TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j228]
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Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Xin Zhang, Mingxiang Cao, Yunsong Li:
Distribution-Aware Interactive Attention Network and Large-Scale Cloud Recognition Benchmark on FY-4A Satellite Image. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
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Mingjin Zhang, Ke Yue, Boyang Li, Jie Guo, Yunsong Li, Xinbo Gao:
Single-Frame Infrared Small Target Detection via Gaussian Curvature Inspired Network. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)
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Xi Cheng, Min Zhang, Sheng Lin, Yunsong Li, Hai Wang:
Deep Self-Representation Learning Framework for Hyperspectral Anomaly Detection. IEEE Trans. Instrum. Meas. 73: 1-16 (2024)
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Jiaojiao Li, Zhiyuan Zhang, Rui Song, Yunsong Li, Qian Du:
SCFormer: Spectral Coordinate Transformer for Cross-Domain Few-Shot Hyperspectral Image Classification. IEEE Trans. Image Process. 33: 840-855 (2024)
[j224]
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Teng Yang, Song Xiao, Jiahui Qu, Wenqian Dong, Qian Du, Yunsong Li:
Graph Embedding Interclass Relation-Aware Adaptive Network for Cross-Scene Classification of Multisource Remote Sensing Data. IEEE Trans. Image Process. 33: 4459-4474 (2024)
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Jiaojiao Li, Zhiyuan Zhang, Yuzhe Liu, Rui Song, Yunsong Li, Qian Du:
SWFormer: Stochastic Windows Convolutional Transformer for Hybrid Modality Hyperspectral Classification. IEEE Trans. Image Process. 33: 5482-5495 (2024)
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Mingjin Zhang, Qianqian Wu, Jie Guo, Yunsong Li, Xinbo Gao:
Heat Transfer-Inspired Network for Image Super-Resolution Reconstruction. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1810-1820 (2024)
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Jiahui Qu, Zhangchun Xu, Wenqian Dong, Song Xiao, Yunsong Li, Qian Du:
A Spatio-Spectral Fusion Method for Hyperspectral Images Using Residual Hyper-Dense Network. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2235-2249 (2024)
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Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
HPRN: Holistic Prior-Embedded Relation Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11409-11423 (2024)
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Haonan Qin, Weiying Xie, Yunsong Li, Qian Du:
HTD-TS³: Weakly Supervised Hyperspectral Target Detection Based on Transformer via Spectral-Spatial Similarity. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16816-16830 (2024)
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Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie:
HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. ACM Trans. Reconfigurable Technol. Syst. 17(2): 25:1-25:24 (2024)
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Mingjin Zhang, Handi Yang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang:
IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning. AAAI 2024: 7224-7232
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Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li:
MDFL: Multi-Domain Diffusion-Driven Feature Learning. AAAI 2024: 8653-8660
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Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei, Donglai Liu, Leyuan Fang:
JointSQ: Joint Sparsification-Quantization for Distributed Learning. CVPR 2024: 5778-5787
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Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou:
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. CVPR 2024: 26213-26222
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Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu:
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. ECCV (82) 2024: 322-341
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Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li:
E4SA: An Ultra-Efficient Systolic Array Architecture for 4-Bit Convolutional Neural Networks. FPGA 2024: 183
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Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li:
SA4: A Comprehensive Analysis and Optimization of Systolic Array Architecture for 4-bit Convolutions. FPL 2024: 204-212
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Tongzhen Zhang, Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong:
Matrix Factorization Informed Interpretable Deep Network for Unregistered Hyperspectral and Multispectral Images Fusion. IGARSS 2024: 315-318
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Kepeng Xu, Li Xu, Gang He, Wenxin Yu, Yunsong Li:
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer. IJCAI 2024: 1489-1497
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Chang Wu, Guancheng Quan, Gang He, Xin-Quan Lai, Yunsong Li, Wenxin Yu, Xianmeng Lin, Cheng Yang:
QS-NeRV: Real-Time Quality-Scalable Decoding with Neural Representation for Videos. ACM Multimedia 2024: 2584-2592
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Kepeng Xu, Zijia Ma, Li Xu, Gang He, Yunsong Li, Wenxin Yu, Taichu Han, Cheng Yang:
An End-to-End Real-World Camera Imaging Pipeline. ACM Multimedia 2024: 2804-2813
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Ruofan Jia, Weiying Xie, Jie Lei, Yunsong Li:
Adaptive Hierarchical Aggregation for Federated Object Detection. ACM Multimedia 2024: 3732-3740
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Ling Huang, Wenqian Dong, Song Xiao, Jiahui Qu, Yuanbo Yang, Yunsong Li:
Language-Guided Visual Prompt Compensation for Multi-Modal Remote Sensing Image Classification with Modality Absence. ACM Multimedia 2024: 5161-5170
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Weiying Xie, Mei Yuan, Jitao Ma, Yunsong Li:
Adaptive Pruning of Channel Spatial Dependability in Convolutional Neural Networks. ACM Multimedia 2024: 6073-6082
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Mingjin Zhang, Shilong Liu, Yuanjun Ouyang, Jie Guo, Zhihong Tang, Yunsong Li:
Explore Hybrid Modeling for Moving Infrared Small Target Detection. ACM Multimedia 2024: 6172-6181
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Mingjin Zhang, Longyi Li, Wenxuan Shi, Jie Guo, Yunsong Li, Xinbo Gao:
VmambaSCI: Dynamic Deep Unfolding Network with Mamba for Compressive Spectral Imaging. ACM Multimedia 2024: 6549-6558
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Hengyi Wang, Weiying Xie, Jitao Ma, Daixun Li, Yunsong Li:
FedSLS: Exploring Federated Aggregation in Saliency Latent Space. ACM Multimedia 2024: 7182-7190
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Mingjin Zhang, Chi Zhang, Qiming Zhang, Yunsong Li, Xinbo Gao, Jing Zhang:
Unleashing the Power of Generic Segmentation Model: A Simple Baseline for Infrared Small Target Detection. ACM Multimedia 2024: 10392-10401
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Hongzun Liu, Kang Yin, Tianyu Sun, Rui Huang, Yunsong Li, Xiao Fang, Zhaojie Liu, Weidong Liu, Guorui Zhou:
De-Anchor: Mitigating Attention Polarization for Lifelong User Behavior Modeling in Click-Through Rate Prediction. WWW (Companion Volume) 2024: 694-697
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Jitao Ma, Weiying Xie, Yunsong Li:
Exploring Hyperspectral Anomaly Detection with Human Vision: A Small Target Aware Detector. CoRR abs/2401.01093 (2024)
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Daixun Li, Weiying Xie, Zixuan Wang, Yibing Lu, Yunsong Li, Leyuan Fang:
FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients. CoRR abs/2401.02433 (2024)
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Jiaqing Zhang, Jie Lei, Weiying Xie, Geng Yang, Daixun Li, Yunsong Li:
Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification. CoRR abs/2401.03179 (2024)
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Jiaqing Zhang, Jie Lei, Weiying Xie, Kai Jiang, Mingxiang Cao, Yunsong Li:
Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image. CoRR abs/2401.03182 (2024)
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Jiayuan Tian, Jie Lei, Jiaqing Zhang, Weiying Xie, Yunsong Li:
SwiMDiff: Scene-wide Matching Contrastive Learning with Diffusion Constraint for Remote Sensing Image. CoRR abs/2401.05093 (2024)
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Kai Jiang, Jiaxing Huang, Weiying Xie, Yunsong Li, Ling Shao, Shijian Lu:
Domain Adaptation for Large-Vocabulary Object Detectors. CoRR abs/2401.06969 (2024)
[i27]
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Kai Jiang, Jiaxing Huang, Weiying Xie, Yunsong Li, Ling Shao, Shijian Lu:
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. CoRR abs/2401.08687 (2024)
[i26]
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Jiaqing Zhang, Mingxiang Cao, Xue Yang, Weiying Xie, Jie Lei, Daixun Li, Geng Yang, Wenbo Huang, Yunsong Li:
EfficientMFD: Towards More Efficient Multimodal Synchronous Fusion Detection. CoRR abs/2403.09323 (2024)
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Yidan Liu, Weiying Xie, Kai Jiang, Jiaqing Zhang, Yunsong Li, Leyuan Fang:
Hyperspectral Anomaly Detection with Self-Supervised Anomaly Prior. CoRR abs/2404.13342 (2024)
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Kepeng Xu, Li Xu, Gang He, Wenxin Yu, Yunsong Li:
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer. CoRR abs/2404.13640 (2024)
[i23]
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  - journals/corr/abs-2407-07520
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Mingjin Zhang, Yuchun Wang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang:
IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection. CoRR abs/2407.07520 (2024)
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  - journals/corr/abs-2407-12538
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Juan Song, Jiaxiang He, Mingtao Feng, Keyan Wang, Yunsong Li, Ajmal Mian:
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion. CoRR abs/2407.12538 (2024)
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Weiying Xie, Yusi Zhang, Tianlin Hui, Jiaqing Zhang, Jie Lei, Yunsong Li:
FoRA: Low-Rank Adaptation Model beyond Multimodal Siamese Network. CoRR abs/2407.16129 (2024)
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Shuran Ma, Weiying Xie, Daixun Li, Haowei Li, Yunsong Li:
Reducing Spurious Correlation for Federated Domain Generalization. CoRR abs/2407.19174 (2024)
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  - journals/corr/abs-2408-08977
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Haowei Li, Weiying Xie, Hangyu Ye, Jitao Ma, Shuran Ma, Yunsong Li:
FedFQ: Federated Learning with Fine-Grained Quantization. CoRR abs/2408.08977 (2024)
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Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Jiaqing Zhang, Yunsong Li, Leyuan Fang, Chang Xu:
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation. CoRR abs/2408.13980 (2024)
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  - journals/corr/abs-2409-04714
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Mingjin Zhang, Chi Zhang, Qiming Zhang, Yunsong Li, Xin Gao, Jing Zhang:
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection. CoRR abs/2409.04714 (2024)
2023
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Jing Zhang, Liu Sang, Zhicheng Zhang, Minhao Shao, Yunsong Li:
V-shaped neural network structure based on multi-scale features for image denoising. J. Vis. Commun. Image Represent. 97: 103952 (2023)
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Fanqiang Kong, Yuhan Zheng, Dan Li, Yunsong Li, Mengyue Chen:
Window Transformer Convolutional Autoencoder for Hyperspectral Sparse Unmixing. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
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Jingyu Zhao, Song Xiao, Wenqian Dong, Jiahui Qu, Yunsong Li:
Dictionary Learning-Guided Deep Interpretable Network for Hyperspectral Change Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023)
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Fanqiang Kong, Jiahui Tang, Yunsong Li, Dan Li, Kedi Hu:
Dual-branch spectral-spatial feature extraction network for multispectral image compression. Multim. Syst. 29(6): 3579-3597 (2023)
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Chang Wu, Gang He, Xinquan Lai, Yunsong Li:
MPCNet: Compressed multi-view video restoration via motion-parallax complementation network. Neural Networks 167: 601-614 (2023)
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Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du:
Weakly supervised adversarial learning via latent space for hyperspectral target detection. Pattern Recognit. 135: 109125 (2023)
[j211]
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  - journals/remotesensing/ZhaoJL23
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Zhihao Zhao, Guang Jiang, Yunsong Li:
A Novel Method for Digital Orthophoto Generation from Top View Constrained Dense Matching. Remote. Sens. 15(1): 177 (2023)
[j210]
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Jing Zhang, Shaobo Zhang, Hui Wang, Yunsong Li, Ruitao Lu:
Image Compression Network Structure Based on Multiscale Region of Interest Attention Network. Remote. Sens. 15(2): 522 (2023)
[j209]
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Mingjin Zhang, Bate Li, Tianyu Wang, Haichen Bai, Ke Yue, Yunsong Li:
CHFNet: Curvature Half-Level Fusion Network for Single-Frame Infrared Small Target Detection. Remote. Sens. 15(6): 1573 (2023)
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Jing Zhang, Renjie Zheng, Xu Chen, Zhaolong Hong, Yunsong Li, Ruitao Lu:
Spectral Correlation and Spatial High-Low Frequency Information of Hyperspectral Image Super-Resolution Network. Remote. Sens. 15(9): 2472 (2023)
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Shiyao Duan, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
Unmixing-Guided Convolutional Transformer for Spectral Reconstruction. Remote. Sens. 15(10): 2619 (2023)
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Jing Zhang, Da Xu, Yunsong Li, Liping Zhao, Rui Su:
FusionPillars: A 3D Object Detection Network with Cross-Fusion and Self-Fusion. Remote. Sens. 15(10): 2692 (2023)
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Mingjin Zhang, Handi Yang, Ke Yue, Xiaoyu Zhang, Yuqi Zhu, Yunsong Li:
Thermodynamics-Inspired Multi-Feature Network for Infrared Small Target Detection. Remote. Sens. 15(19): 4716 (2023)
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Yingzhao Shao, Yunsong Li, Li Li, Yuanle Wang, Yuchen Yang, Yueli Ding, Mingming Zhang, Yang Liu, Xiangqiang Gao:
RANet: Relationship Attention for Hyperspectral Anomaly Detection. Remote. Sens. 15(23): 5570 (2023)
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Keyan Wang, Feiyu Bai, Jiaojiao Li, Yajing Liu, Yunsong Li:
MashFormer: A Novel Multiscale Aware Hybrid Detector for Remote Sensing Object Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2753-2763 (2023)
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Bobo Xi, Jiaojiao Li, Yan Diao, Yunsong Li, Zan Li, Yan Huang, Jocelyn Chanussot:
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery. IEEE Trans. Circuits Syst. Video Technol. 33(4): 1535-1548 (2023)
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Wenqian Dong, Teng Yang, Jiahui Qu, Tian Zhang, Song Xiao, Yunsong Li:
Joint Contextual Representation Model-Informed Interpretable Network With Dictionary Aligning for Hyperspectral and LiDAR Classification. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6804-6818 (2023)
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Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Filter Pruning via Learned Representation Median in the Frequency Domain. IEEE Trans. Cybern. 53(5): 3165-3175 (2023)
[j199]
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Jiahui Qu, Wenqian Dong, Yunsong Li, Shaoxiong Hou, Qian Du:
An Interpretable Unsupervised Unrolling Network for Hyperspectral Pansharpening. IEEE Trans. Cybern. 53(12): 7943-7956 (2023)
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Wenqian Dong, Yufei Yang, Jiahui Qu, Song Xiao, Yunsong Li:
Local Information-Enhanced Graph-Transformer for Hyperspectral Image Change Detection With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
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Wenqian Dong, Jingyu Zhao, Jiahui Qu, Song Xiao, Nan Li, Shaoxiong Hou, Yunsong Li:
Abundance Matrix Correlation Analysis Network Based on Hierarchical Multihead Self-Cross-Hybrid Attention for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023)
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Long Gao, Langkun Chen, Pan Liu, Yan Jiang, Weiying Xie, Yunsong Li:
A Transformer-Based Network for Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023)
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Long Gao, Pan Liu, Yan Jiang, Weiying Xie, Jie Lei, Yunsong Li, Qian Du:
CBFF-Net: A New Framework for Efficient and Accurate Hyperspectral Object Tracking. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
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Fanqiang Kong, Mengyue Chen, Yunsong Li, Dan Li, Yuhan Zheng:
Deep Interpretable Fully CNN Structure for Sparse Hyperspectral Unmixing via Model-Driven and Data-Driven Integration. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
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Jie Lei, Simin Xu, Weiying Xie, Jiaqing Zhang, Yunsong Li, Qian Du:
A Semantic Transferred Priori for Hyperspectral Target Detection With Spatial-Spectral Association. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
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Jiaojiao Li, Yan Diao, Rui Song, Bobo Xi, Yunsong Li, Qian Du:
Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
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Yunsong Li, Kai Jiang, Weiying Xie, Jie Lei, Xin Zhang, Qian Du:
A Model-Driven Deep Mixture Network for Robust Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023)
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Jiaojiao Li, Yuzhe Liu, Rui Song, Yunsong Li, Kailiang Han, Qian Du:
Sal²RN: A Spatial-Spectral Salient Reinforcement Network for Hyperspectral and LiDAR Data Fusion Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
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Jiaojiao Li, Yihong Leng, Rui Song, Wei Li, Yunsong Li, Qian Du:
MFormer: Taming Masked Transformer for Unsupervised Spectral Reconstruction. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023)
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Yunsong Li, Haonan Qin, Weiying Xie:
HTDFormer: Hyperspectral Target Detection Based on Transformer With Distributed Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j187]
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Yanzi Shi, Hua Cui, Yaping Yin, Huansheng Song, Yunsong Li, Paolo Gamba:
Transfer Learning With Nonlinear Spectral Synthesis for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023)
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Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
RepCPSI: Coordinate-Preserving Proximity Spectral Interaction Network With Reparameterization for Lightweight Spectral Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023)
[j185]
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Weiying Xie, Xiaoyi Fan, Xin Zhang, Yunsong Li, Min Sheng, Leyuan Fang:
Co-Compression via Superior Gene for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023)
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Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
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Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Geng Yang, Xiuping Jia:
Guided Hybrid Quantization for Object Detection in Remote Sensing Imagery via One-to-One Self-Teaching. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j182]
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Jing Zhang, Xinlong Shi, Jun Wu, Liangnong Song, Yunsong Li:
Cloud Detection Method Based on Spatial-Spectral Features and Encoder-Decoder Feature Fusion. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j181]
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Jing Zhang, Liangnong Song, Yuchen Wang, Jun Wu, Yunsong Li:
Attention Mechanism With Spatial Spectrum Dense Connection and Context Dynamic Convolution for Cloud Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023)
[j180]
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Jing Zhang, Xinlong Shi, Congyao Zheng, Jun Wu, Yunsong Li:
MRPFA-Net for Shadow Detection in Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023)
[j179]
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Mingjin Zhang, Rui Zhang, Jing Zhang, Jie Guo, Yunsong Li, Xinbo Gao:
Dim2Clear Network for Infrared Small Target Detection. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
[j178]
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Wenqian Dong, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li, Xiuping Jia:
Noise Prior Knowledge Informed Bayesian Inference Network for Hyperspectral Super-Resolution. IEEE Trans. Image Process. 32: 3121-3135 (2023)
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Xin Zhang, Weiying Xie, Yunsong Li, Kai Jiang, Leyuan Fang:
REAF: Remembering Enhancement and Entropy-Based Asymptotic Forgetting for Filter Pruning. IEEE Trans. Image Process. 32: 3912-3923 (2023)
[j176]
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Fengda Hao, Jiaojiao Li, Rui Song, Yunsong Li, Kailang Cao:
Structure-Aware Graph Convolution Network for Point Cloud Parsing. IEEE Trans. Multim. 25: 7025-7036 (2023)
[j175]
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Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie, Lihuo He, Xinbo Gao:
Deep Hybrid 2-D-3-D CNN Based on Dual Second-Order Attention With Camera Spectral Sensitivity Prior for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 34(2): 623-634 (2023)
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Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot:
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9337-9351 (2023)
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  - conf/cvpr/HuangWL0L23
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Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li:
Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank. CVPR 2023: 18145-18155
[c68]
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Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang:
Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. CVPR 2023: 22272-22281
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Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie:
HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. FCCM 2023: 203
[c66]
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Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie:
Journal Track Paper ICFPT 2023 : HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. ICFPT 2023: 3-4
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  - journals/corr/abs-2301-00131
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Jiaqing Zhang, Jie Lei, Weiying Xie, Yunsong Li, Xiuping Jia:
Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching. CoRR abs/2301.00131 (2023)
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  - journals/corr/abs-2303-09101
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Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li:
Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank. CoRR abs/2303.09101 (2023)
[i14]
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  - journals/corr/abs-2305-13839
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Mingjin Zhang, Jiamin Xu, Chengyu He, Wenteng Shang, Yunsong Li, Xinbo Gao:
SAR-to-Optical Image Translation via Thermodynamics-inspired Network. CoRR abs/2305.13839 (2023)
[i13]
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  - journals/corr/abs-2307-08222
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Guang Jiang, Jiahui Zhu, Yunsong Li, Pengcheng An, Yunlong Wang:
NaMemo2: Facilitating Teacher-Student Interaction with Theory-Based Design and Student Autonomy Consideration. CoRR abs/2307.08222 (2023)
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  - journals/corr/abs-2307-09861
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Jitao Ma, Weiying Xie, Yunsong Li, Leyuan Fang:
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection. CoRR abs/2307.09861 (2023)
[i11]
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  - journals/corr/abs-2311-09520
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Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li:
MDFL: Multi-domain Diffusion-driven Feature Learning. CoRR abs/2311.09520 (2023)
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  - journals/corr/abs-2311-09540
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Daixun Li, Weiying Xie, Yunsong Li, Leyuan Fang:
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion. CoRR abs/2311.09540 (2023)
[i9]
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  - journals/corr/abs-2311-13613
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Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou:
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. CoRR abs/2311.13613 (2023)
[i8]
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  - journals/corr/abs-2312-00851
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Weiying Xie, Xiaoyi Fan, Xin Zhang, Yunsong Li, Jie Lei, Leyuan Fang:
Physics Inspired Criterion for Pruning-Quantization Joint Learning. CoRR abs/2312.00851 (2023)
[i7]
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  - journals/corr/abs-2312-16943
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Mingxiang Cao, Jie Lei, Weiying Xie, Jiaqing Zhang, Daixun Li, Yunsong Li:
SAR-Net: Multi-scale Direction-aware SAR Network via Global Information Fusion. CoRR abs/2312.16943 (2023)
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  - journals/corr/abs-2312-17530
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Weiying Xie, Zixuan Wang, Jitao Ma, Daixun Li, Yunsong Li:
RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation. CoRR abs/2312.17530 (2023)
2022
[j173]
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Li Xu, Chang Wu, Linyi Huang, Shengyu Wei, Gang He, Yunsong Li, Xinquan Lai:
Towards coding for VoD application: An enhanced video compression system with a content-fitted recursive restoration network. Digit. Signal Process. 122: 103368 (2022)
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Fengda Hao, Rui Song, Jiaojiao Li, Kailang Cao, Yunsong Li:
Cascaded geometric feature modulation network for point cloud processing. Neurocomputing 492: 474-487 (2022)
[j171]
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  - journals/kbs/GaoLNL22
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Long Gao, Pan Liu, Jifeng Ning, Yunsong Li:
Visual object tracking via non-local correlation attention learning. Knowl. Based Syst. 254: 109666 (2022)
[j170]
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  - journals/lgrs/ShiQSLSVG22
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Yanzi Shi, Jiahui Qu, Xiangyu Song, Yunsong Li, Huansheng Song, Anna Vizziello, Paolo Gamba:
Parallelized Nonlinear Target Detection for Asbestos Identification in Large-Scale Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
[j169]
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  - journals/remotesensing/LiuLSWLLL22
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Zhiqiang Liu, Jiaojiao Li, Rui Song, Chaoxiong Wu, Wei Liu, Zan Li, Yunsong Li:
Edge Guided Context Aggregation Network for Semantic Segmentation of Remote Sensing Imagery. Remote. Sens. 14(6): 1353 (2022)
[j168]
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Jiaping Zhong, Yunsong Li, Weiying Xie, Jie Lei, Xiuping Jia:
Multi-Prior Twin Least-Square Network for Anomaly Detection of Hyperspectral Imagery. Remote. Sens. 14(12): 2859 (2022)
[j167]
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Jie Lei, Pan Liu, Weiying Xie, Long Gao, Yunsong Li, Qian Du:
Spatial-Spectral Cross-Correlation Embedded Dual-Transfer Network for Object Tracking Using Hyperspectral Videos. Remote. Sens. 14(15): 3512 (2022)
[j166]
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Fengda Hao, Jiaojiao Li, Rui Song, Yunsong Li, Kailang Cao:
Mixed Feature Prediction on Boundary Learning for Point Cloud Semantic Segmentation. Remote. Sens. 14(19): 4757 (2022)
[j165]
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  - journals/sigpro/KongCLLH22
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Fanqiang Kong, Tongbo Cao, Yunsong Li, Dan Li, Kedi Hu:
Multi-scale spatial-spectral attention network for multispectral image compression based on variational autoencoder. Signal Process. 198: 108589 (2022)
[j164]
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Yunsong Li, Bobo Xi, Jiaojiao Li, Rui Song, Yuchao Xiao, Jocelyn Chanussot:
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 609-622 (2022)
[j163]
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Fanqiang Kong, Kedi Hu, Yunsong Li, Dan Li, Xin Liu, Tariq S. Durrani:
A Spectral-Spatial Feature Extraction Method With Polydirectional CNN for Multispectral Image Compression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2745-2758 (2022)
[j162]
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Fanqiang Kong, Mengyue Chen, Yunsong Li, Dan Li:
A Global Spectral-Spatial Feature Learning Network for Semisupervised Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3190-3203 (2022)
[j161]
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  - journals/tcsv/HeXLXLFZ22
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Gang He, Li Xu, Jie Lei, Weiying Xie, Yunsong Li, Yibo Fan, Jinjia Zhou:
Interlayer Restoration Deep Neural Network for Scalable High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. 32(5): 3217-3234 (2022)
[j160]
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Kai Jiang, Weiying Xie, Jie Lei, Zan Li, Yunsong Li, Tao Jiang, Qian Du:
E2E-LIADE: End-to-End Local Invariant Autoencoding Density Estimation Model for Anomaly Target Detection in Hyperspectral Image. IEEE Trans. Cybern. 52(11): 11385-11396 (2022)
[j159]
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Wenqian Dong, Jiahui Qu, Tongzhen Zhang, Yunsong Li, Qian Du:
Context-Aware Guided Attention Based Cross-Feedback Dense Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
[j158]
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Wenqian Dong, Yufei Yang, Jiahui Qu, Weiying Xie, Yunsong Li:
Fusion of Hyperspectral and Panchromatic Images Using Generative Adversarial Network and Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j157]
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Wenqian Dong, Tongzhen Zhang, Jiahui Qu, Yunsong Li, Haoming Xia:
A Spatial-Spectral Dual-Optimization Model-Driven Deep Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
[j156]
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Wenqian Dong, Tongzhen Zhang, Jiahui Qu, Song Xiao, Jie Liang, Yunsong Li:
Laplacian Pyramid Dense Network for Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j155]
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Wenqian Dong, Tian Zhang, Jiahui Qu, Song Xiao, Tongzhen Zhang, Yunsong Li:
Multibranch Feature Fusion Network With Self- and Cross-Guided Attention for Hyperspectral and LiDAR Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
[j154]
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Jie Lei, Yijie Gu, Weiying Xie, Yunsong Li, Qian Du:
Boundary Extraction Constrained Siamese Network for Remote Sensing Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j153]
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  - journals/tgrs/LiDSWLD22
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Jiaojiao Li, Songcheng Du, Rui Song, Chaoxiong Wu, Yunsong Li, Qian Du:
HASIC-Net: Hybrid Attentional Convolutional Neural Network With Structure Information Consistency for Spectral Super-Resolution of RGB Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
[j152]
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Yunsong Li, Tao Jiang, Weiying Xie, Jie Lei, Qian Du:
Sparse Coding-Inspired GAN for Hyperspectral Anomaly Detection in Weakly Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022)
[j151]
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  - journals/tgrs/LiZLSC22
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Yunsong Li, Yuxuan Zheng, Jiaojiao Li, Rui Song, Jocelyn Chanussot:
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
[j150]
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  - journals/tgrs/LiZSLHD22
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Jiaojiao Li, Shunyao Zi, Rui Song, Yunsong Li, Yinlin Hu, Qian Du:
A Stepwise Domain Adaptive Segmentation Network With Covariate Shift Alleviation for Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
[j149]
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Jiaojiao Li, Huanqing Zhang, Rui Song, Weiying Xie, Yunsong Li, Qian Du:
Structure-Guided Feature Transform Hybrid Residual Network for Remote Sensing Object Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j148]
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Yidan Liu, Weiying Xie, Yunsong Li, Zan Li, Qian Du:
Dual-Frequency Autoencoder for Anomaly Detection in Transformed Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j147]
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Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Yunsong Li, Weiying Xie:
A Multilevel Encoder-Decoder Attention Network for Change Detection in Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j146]
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Jiahui Qu, Shaoxiong Hou, Wenqian Dong, Song Xiao, Qian Du, Yunsong Li:
A Dual-Branch Detail Extraction Network for Hyperspectral Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j145]
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  - journals/tgrs/QuSXLWD22
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Jiahui Qu, Yanzi Shi, Weiying Xie, Yunsong Li, Xianyun Wu, Qian Du:
MSSL: Hyperspectral and Panchromatic Images Fusion via Multiresolution Spatial-Spectral Feature Learning Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j144]
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Jiahui Qu, Yunshuang Xu, Wenqian Dong, Yunsong Li, Qian Du:
Dual-Branch Difference Amplification Graph Convolutional Network for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
[j143]
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  - journals/tgrs/QuZDYL22
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Jiahui Qu, Tongzhen Zhang, Wenqian Dong, Yufei Yang, Yunsong Li:
Cross-Guided Pyramid Attention-Based Residual Hyperdense Network for Hyperspectral Image Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
[j142]
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  - journals/tgrs/ShiLLG22
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Yanzi Shi, Jiaojiao Li, Yunsong Li, Paolo Gamba:
Hyperspectral Target Detection Using a Bilinear Sparse Binary Hypothesis Model. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j141]
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  - journals/tgrs/XiLLSSD22
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Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du:
Corrections to "Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification". IEEE Trans. Geosci. Remote. Sens. 60: 1 (2022)
[j140]
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Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Yanzi Shi, Qian Du:
Multi-Direction Networks With Attentional Spectral Prior for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
[j139]
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  - journals/tgrs/YangLXFLWZ22
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Geng Yang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Jiaxuan Wang, Xin Zhang:
Algorithm/Hardware Codesign for Real-Time On-Satellite CNN-Based Ship Detection in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-18 (2022)
[j138]
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Yufei Yang, Jiahui Qu, Song Xiao, Wenqian Dong, Yunsong Li, Qian Du:
A Deep Multiscale Pyramid Network Enhanced With Spatial-Spectral Residual Attention for Hyperspectral Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j137]
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  - journals/tgrs/ZhangWWWL22
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Jing Zhang, Yuchen Wang, Hui Wang, Jun Wu, Yunsong Li:
CNN Cloud Detection Algorithm Based on Channel and Spatial Attention and Probabilistic Upsampling for Remote Sensing Image. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022)
[j136]
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Jing Zhang, Jun Wu, Hui Wang, Yuchen Wang, Yunsong Li:
Cloud Detection Method Using CNN Based on Cascaded Feature Attention and Channel Attention. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
[j135]
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Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du, Geng Yang:
Rank-Aware Generative Adversarial Network for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022)
[j134]
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  - journals/tgrs/ZhengLLGWSC22
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Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, Yanzi Shi, Jocelyn Chanussot:
Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022)
[j133]
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  - journals/tip/LiSWXLG22
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Yunsong Li, Yanzi Shi, Keyan Wang, Bobo Xi, Jiaojiao Li, Paolo Gamba:
Target Detection With Unconstrained Linear Mixture Model and Hierarchical Denoising Autoencoder in Hyperspectral Imagery. IEEE Trans. Image Process. 31: 1418-1432 (2022)
[j132]
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Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Danfeng Hong, Jocelyn Chanussot:
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification. IEEE Trans. Image Process. 31: 5079-5092 (2022)
[j131]
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  - journals/tnn/JiangXLLD22
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Tao Jiang, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Weakly Supervised Discriminative Learning With Spectral Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6504-6517 (2022)
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Wenqian Dong, Shaoxiong Hou, Song Xiao, Jiahui Qu, Qian Du, Yunsong Li:
Generative Dual-Adversarial Network With Spectral Fidelity and Spatial Enhancement for Hyperspectral Pansharpening. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7303-7317 (2022)
[c65]
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  - conf/aaai/00080ZLXLT22
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Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai:
Transcoded Video Restoration by Temporal Spatial Auxiliary Network. AAAI 2022: 2875-2883
[c64]
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  - conf/cvpr/LiDWL0L22
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Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Yunsong Li:
DRCR Net: Dense Residual Channel Re-calibration Network with Non-local Purification for Spectral Super Resolution. CVPR Workshops 2022: 1258-1267
[c63]
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  - conf/igarss/ShiGQL22
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Yanzi Shi, Paolo Gamba, Jiahui Qu, Yunsong Li:
Bilinear Sparse Target Detection for Asbestos Identification in Hyperspectral PRISMA Data. IGARSS 2022: 1959-1962
[c62]
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  - conf/igarss/QinXL022
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Haonan Qin, Weiying Xie, Yunsong Li, Qian Du:
HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. IGARSS 2022: 1967-1970
[c61]
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  - https://dblp.org/rec/conf/mm/ZhangYZL022
Mingjin Zhang, Ke Yue, Jing Zhang, Yunsong Li, Xinbo Gao:
Exploring Feature Compensation and Cross-level Correlation for Infrared Small Target Detection. ACM Multimedia 2022: 1857-1865
[i5]
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  - journals/corr/abs-2209-13351
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Jiaqing Zhang, Jie Lei, Weiying Xie, Zhenman Fang, Yunsong Li, Qian Du:
SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery. CoRR abs/2209.13351 (2022)
2021
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Gang He, Chang Wu, Li Xu, Lei Li, Ziyao Xu, Weiying Xie, Yunsong Li:
An Efficient Video Coding System With an Adaptive Overfitted Multi-Scale Attention Network. IEEE Access 9: 64022-64032 (2021)
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Gang He, Shan Wu, Simin Pei, Li Xu, Chang Wu, Kepeng Xu, Yunsong Li:
FM-VSR: Feature Multiplexing Video Super-Resolution for Compressed Video. IEEE Access 9: 88060-88068 (2021)
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Jie Lei, Meiqi Li, Weiying Xie, Yunsong Li, Xiuping Jia:
Spectral mapping with adversarial learning for unsupervised hyperspectral change detection. Neurocomputing 465: 71-83 (2021)
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Fanqiang Kong, Shunmin Zhao, Yunsong Li, Dan Li:
End-to-end multispectral image compression framework based on adaptive multiscale feature extraction. J. Electronic Imaging 30(1): 013010 (2021)
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Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie, Zhuo Wang:
A Specially Optimized One-Stage Network for Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(3): 401-405 (2021)
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Weiying Xie, Jiaqing Zhang, Jie Lei, Yunsong Li, Xiuping Jia:
Self-spectral learning with GAN based spectral-spatial target detection for hyperspectral image. Neural Networks 142: 375-387 (2021)
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Weiying Xie, Jie Lei, Shuo Fang, Yunsong Li, Xiuping Jia, Mingsuo Li:
Dual feature extraction network for hyperspectral image analysis. Pattern Recognit. 118: 107992 (2021)
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Fanqiang Kong, Kedi Hu, Yunsong Li, Dan Li, Shunmin Zhao:
Spectral-Spatial Feature Partitioned Extraction Based on CNN for Multispectral Image Compression. Remote. Sens. 13(1): 9 (2021)
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Xianyun Wu, Keyan Wang, Yunsong Li, Kai Liu, Bormin Huang:
Accelerating Haze Removal Algorithm Using CUDA. Remote. Sens. 13(1): 85 (2021)
[j120]
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Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Weiying Xie:
Residual Augmented Attentional U-Shaped Network for Spectral Reconstruction from RGB Images. Remote. Sens. 13(1): 115 (2021)
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Chi Zhang, Mingjin Zhang, Yunsong Li, Xinbo Gao, Shi Qiu:
Difference Curvature Multidimensional Network for Hyperspectral Image Super-Resolution. Remote. Sens. 13(17): 3455 (2021)
[j118]
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Jie Guo, Chengyu He, Mingjin Zhang, Yunsong Li, Xinbo Gao, Bangyu Song:
Edge-Preserving Convolutional Generative Adversarial Networks for SAR-to-Optical Image Translation. Remote. Sens. 13(18): 3575 (2021)
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Jing Zhang, Minhao Shao, Zekang Wan, Yunsong Li:
Multi-Scale Feature Mapping Network for Hyperspectral Image Super-Resolution. Remote. Sens. 13(20): 4180 (2021)
[j116]
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Jing Zhang, Jiajun Wang, Da Xu, Yunsong Li:
HCNET: A Point Cloud Object Detection Network Based on Height and Channel Attention. Remote. Sens. 13(24): 5071 (2021)
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Mingming Fan, Shaoqing Tian, Kai Liu, Jiaxin Zhao, Yunsong Li:
Infrared small target detection based on region proposal and CNN classifier. Signal Image Video Process. 15(8): 1927-1936 (2021)
[j114]
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Jie Lei, Geng Yang, Weiying Xie, Yunsong Li, Xiuping Jia:
A Low-Complexity Hyperspectral Anomaly Detection Algorithm and Its FPGA Implementation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 907-921 (2021)
[j113]
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Chiru Ge, Qian Du, Weiwei Sun, Keyan Wang, Jiaojiao Li, Yunsong Li:
Deep Residual Network-Based Fusion Framework for Hyperspectral and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2458-2472 (2021)
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Weiying Xie, Xin Zhang, Yunsong Li, Jie Lei, Jiaojiao Li, Qian Du:
Weakly Supervised Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 51(8): 3889-3900 (2021)
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Weiying Xie, Yuhang Cui, Yunsong Li, Jie Lei, Qian Du, Jiaojiao Li:
HPGAN: Hyperspectral Pansharpening Using 3-D Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 59(1): 463-477 (2021)
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Jiaojiao Li, Chaoxiong Wu, Rui Song, Weiying Xie, Chiru Ge, Bo Li, Yunsong Li:
Hybrid 2-D-3-D Deep Residual Attentional Network With Structure Tensor Constraints for Spectral Super-Resolution of RGB Images. IEEE Trans. Geosci. Remote. Sens. 59(3): 2321-2335 (2021)
[j109]
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Yanzi Shi, Jiaojiao Li, Yuxuan Zheng, Bobo Xi, Yunsong Li:
Hyperspectral Target Detection With RoI Feature Transformation and Multiscale Spectral Attention. IEEE Trans. Geosci. Remote. Sens. 59(6): 5071-5084 (2021)
[j108]
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Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Weiwei Sun, Qian Du:
Multiscale Context-Aware Ensemble Deep KELM for Efficient Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(6): 5114-5130 (2021)
[j107]
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Jiaping Zhong, Weiying Xie, Yunsong Li, Jie Lei, Qian Du:
Characterization of Background-Anomaly Separability With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 59(7): 6017-6028 (2021)
[j106]
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Yanzi Shi, Jiaojiao Li, Yunsong Li, Qian Du:
Sensor-Independent Hyperspectral Target Detection With Semisupervised Domain Adaptive Few-Shot Learning. IEEE Trans. Geosci. Remote. Sens. 59(8): 6894-6906 (2021)
[j105]
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Jiahui Qu, Qian Du, Yunsong Li, Long Tian, Haoming Xia:
Anomaly Detection in Hyperspectral Imagery Based on Gaussian Mixture Model. IEEE Trans. Geosci. Remote. Sens. 59(11): 9504-9517 (2021)
[c60]
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Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li:
LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection. AAAI 2021: 4139-4146
[c59]
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Jing Zhang, Da Xu, Jiajun Wang, Yunsong Li:
An Improved Detection Algorithm For Pre-processing Problem Based On PointPillars. CISP-BMEI 2021: 1-6
[c58]
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  - conf/icig/0054WSL21
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Jing Zhang, Zekang Wan, Minhao Shao, Yunsong Li:
A Multi-path Neural Network for Hyperspectral Image Super-Resolution. ICIG (3) 2021: 377-387
[c57]
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  - conf/iconac/ZhangWWWL21
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Jing Zhang, Jun Wu, Yuchen Wang, Hui Wang, Yunsong Li:
Cloud Detection Method Using Convolutional Neural Network Based on Cascaded Color and Texture Feature Attention. ICAC 2021: 1-6
[c56]
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Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li:
Spectral Reconstruction Using Residual Channel Affinity Propagation Network with Structural Similarity Constraint. IGARSS 2021: 2476-2479
[c55]
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Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du:
Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. IGARSS 2021: 2851-2854
[c54]
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Huanqing Zhang, Jiaojiao Li, Rui Song, Yunsong Li:
Multi-Scale Structure-Conditioned Feature Transform Network for Object Detection in Remote Sensing Imagery. IGARSS 2021: 4208-4211
[c53]
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Yanzi Shi, Keyan Wang, Jiaojiao Li, Yunsong Li:
Hyperspectral Target Detection with Hierarchical Denoising Autoencoder and Subspace Projection. IGARSS 2021: 4404-4407
[c52]
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Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du:
PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. IGARSS 2021: 4428-4431
[c51]
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Jing Hu, Yujing Zhang, Minghua Zhao, Jiawei Ning, Min Zhang, Yunsong Li:
Hyperspectral Anomaly Detection via Local Gradient Guidance. IGARSS 2021: 4432-4435
[c50]
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Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Kailang Cao, Keyan Wang:
Pansharpening of Hyperspectral Images with Detail Guided Feature Modulation. IGARSS 2021: 4456-4459
[c49]
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Kailang Cao, Jiaojiao Li, Rui Song, Yunsong Li, Weijiao Jiang:
An Extreme Learning Machine Correction Network for High Precision Satellite Attitude Determination. IGARSS 2021: 4612-4615
[i4]
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  - journals/corr/abs-2112-07948
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Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai:
Transcoded Video Restoration by Temporal Spatial Auxiliary Network. CoRR abs/2112.07948 (2021)
[i3]
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Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li, Qian Du:
HPRN: Holistic Prior-embedded Relation Network for Spectral Super-Resolution. CoRR abs/2112.14608 (2021)
2020
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Jiahui Qu, Yunsong Li, Qian Du, Haoming Xia:
Hyperspectral and Panchromatic Image Fusion via Adaptive Tensor and Multi-Scale Retinex Algorithm. IEEE Access 8: 30522-30532 (2020)
[j103]
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Fanqiang Kong, Shunmin Zhao, Yunsong Li, Dan Li, Yongbo Zhou:
A residual network framework based on weighted feature channels for multispectral image compression. Ad Hoc Networks 107: 102272 (2020)
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Mingming Fan, Yunsong Li:
The application of computer graphics processing in visual communication design. J. Intell. Fuzzy Syst. 39(4): 5183-5191 (2020)
[j101]
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Jing Zhang, Wenguang Li, Yunsong Li:
SAR Image Despeckling Using Multiconnection Network Incorporating Wavelet Features. IEEE Geosci. Remote. Sens. Lett. 17(8): 1363-1367 (2020)
[j100]
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Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Kailang Cao, Keyan Wang:
Deep Residual Learning for Boosting the Accuracy of Hyperspectral Pansharpening. IEEE Geosci. Remote. Sens. Lett. 17(8): 1435-1439 (2020)
[j99]
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Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Jiaojiao Li, Xiuping Jia, Zhen Li:
Unsupervised spectral mapping and feature selection for hyperspectral anomaly detection. Neural Networks 132: 144-154 (2020)
[j98]
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Weiying Xie, Jian Yang, Yunsong Li, Jie Lei, Jiaping Zhong, Jiaojiao Li:
Discriminative Feature Learning Constrained Unsupervised Network for Cloud Detection in Remote Sensing Imagery. Remote. Sens. 12(3): 456 (2020)
[j97]
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Jing Zhang, Qin Zhou, Jun Wu, Yuchen Wang, Hui Wang, Yunsong Li, Yuzhou Chai, Yang Liu:
A Cloud Detection Method Using Convolutional Neural Network Based on Gabor Transform and Attention Mechanism with Dark Channel Subnet for Remote Sensing Image. Remote. Sens. 12(19): 3261 (2020)
[j96]
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Jing Zhang, Minhao Shao, Lulu Yu, Yunsong Li:
Image super-resolution reconstruction based on sparse representation and deep learning. Signal Process. Image Commun. 87: 115925 (2020)
[j95]
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Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yanzi Shi, Songlin Liu, Qian Du:
Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3683-3700 (2020)
[j94]
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Weiying Xie, Xin Zhang, Yunsong Li, Keyan Wang, Qian Du:
Background Learning Based on Target Suppression Constraint for Hyperspectral Target Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5887-5897 (2020)
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Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao:
Bionic Face Sketch Generator. IEEE Trans. Cybern. 50(6): 2701-2714 (2020)
[j92]
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Weiying Xie, Jian Yang, Jie Lei, Yunsong Li, Qian Du, Gang He:
SRUN: Spectral Regularized Unsupervised Networks for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(2): 1463-1474 (2020)
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Weiying Xie, Jie Lei, Jian Yang, Yunsong Li, Qian Du, Zhen Li:
Deep Latent Spectral Representation Learning-Based Hyperspectral Band Selection for Target Detection. IEEE Trans. Geosci. Remote. Sens. 58(3): 2015-2026 (2020)
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Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Chein-I Chang, Gang He:
Spectral Adversarial Feature Learning for Anomaly Detection in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58(4): 2352-2365 (2020)
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Weiying Xie, Yunsong Li, Jie Lei, Jian Yang, Chein-I Chang, Zhen Li:
Hyperspectral Band Selection for Spectral-Spatial Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(5): 3426-3436 (2020)
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Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Yuchao Dai, Qian Du:
Hyperspectral Image Super-Resolution by Band Attention Through Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. 58(6): 4304-4318 (2020)
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Tao Jiang, Yunsong Li, Weiying Xie, Qian Du:
Discriminative Reconstruction Constrained Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 4666-4679 (2020)
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Kai Jiang, Weiying Xie, Yunsong Li, Jie Lei, Gang He, Qian Du:
Semisupervised Spectral Learning With Generative Adversarial Network for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(7): 5224-5236 (2020)
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Weiying Xie, Baozhu Liu, Yunsong Li, Jie Lei, Qian Du:
Autoencoder and Adversarial-Learning-Based Semisupervised Background Estimation for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 58(8): 5416-5427 (2020)
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Jie Lei, Shuo Fang, Weiying Xie, Yunsong Li, Chein-I Chang:
Discriminative Reconstruction for Hyperspectral Anomaly Detection With Spectral Learning. IEEE Trans. Geosci. Remote. Sens. 58(10): 7406-7417 (2020)
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Jing Hu, Xiuping Jia, Yunsong Li, Gang He, Minghua Zhao:
Hyperspectral Image Super-Resolution via Intrafusion Network. IEEE Trans. Geosci. Remote. Sens. 58(10): 7459-7471 (2020)
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Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Jie Guo, Xianyun Wu, Jocelyn Chanussot:
Hyperspectral Pansharpening Using Deep Prior and Dual Attention Residual Network. IEEE Trans. Geosci. Remote. Sens. 58(11): 8059-8076 (2020)
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Mingjin Zhang, Yunsong Li, Nannan Wang, Yuan Chi, Xinbo Gao:
Cascaded Face Sketch Synthesis Under Various Illuminations. IEEE Trans. Image Process. 29: 1507-1521 (2020)
[j80]
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Weiying Xie, Jie Lei, Yuhang Cui, Yunsong Li, Qian Du:
Hyperspectral Pansharpening With Deep Priors. IEEE Trans. Neural Networks Learn. Syst. 31(5): 1529-1543 (2020)
[j79]
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Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao:
Neural Probabilistic Graphical Model for Face Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2623-2637 (2020)
[c48]
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  - conf/cvpr/AradTBLFGLW0LLL20
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Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CVPR Workshops 2020: 1806-1822
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Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu:
Adaptive Weighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images. CVPR Workshops 2020: 1894-1903
[c46]
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Shujing Ma, Lijun Duan, Yunsong Li, Xiaosong Yao:
Research on Operation Management and Planning Evaluation Methods of Power Infrastructure Resources. ICITEE 2020: 416-419
[c45]
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  - conf/igarss/WuLSL20
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Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li:
Spectral Super-Resolution Using Hybrid 2D-3D Structure Tensor Attention Networks with Camera Spectral Sensitivity Prior. IGARSS 2020: 1857-1860
[c44]
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Yanzi Shi, Jiaojiao Li, Yunsong Li:
Hyperspectral Target Detection With RoI Feature Transformation. IGARSS 2020: 2193-2196
[c43]
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Jing Zhang, Qin Zhou, Hui Wang, Yuchen Wang, Yunsong Li:
Cloud Detection Using Gabor Filters and Attention-Based Convolutional Neural Network for Remote Sensing Images. IGARSS 2020: 2256-2259
[c42]
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Tao Jiang, Weiying Xie, Yunsong Li, Qian Du:
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. IGARSS 2020: 2420-2423
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Jing Zhang, Hui Wang, Qin Zhou, Yuchen Wang, Yunsong Li:
Deep Encoder-Decoder Network Based on the Up and Down Blocks Using Wavelet Transform for Cloud Detection. IGARSS 2020: 2583-2586
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Jing Hu, Huilin Chen, Minghua Zhao, Yunsong Li:
Deep Intra Fusion for Hyperspectral Image Super-Resolution. IGARSS 2020: 2663-2666
[c39]
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Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Yanzi Shi, Jiahui Qu:
Deep Residual Spatial Attention Network for Hyperspectral Pansharpening. IGARSS 2020: 2671-2674
[c38]
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Jing Zhang, Liu Sang, Zekang Wan, Yuchen Wang, Yunsong Li:
Deep Convolutional Neural Network Based on Multi-Scale Feature Extraction for Image Denoising. VCIP 2020: 213-216
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  - journals/corr/abs-2005-03412
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Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi:
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. CoRR abs/2005.03412 (2020)
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Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu:
AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images. CoRR abs/2005.09305 (2020)

2010 – 2019

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2019
[j78]
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Long Gao, Yunsong Li, Jifeng Ning:
Residual Attention Convolutional Network for Online Visual Tracking. IEEE Access 7: 94097-94105 (2019)
[j77]
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Mingjin Zhang, Jing Zhang, Yuan Chi, Yunsong Li, Nannan Wang, Xinbo Gao:
Cross-Domain Face Sketch Synthesis. IEEE Access 7: 98866-98874 (2019)
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Long Gao, Yunsong Li, Jifeng Ning:
Maximum margin object tracking with weighted circulant feature maps. IET Comput. Vis. 13(1): 71-78 (2019)
[j75]
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Jiahong Xu, Cheng Cai, Jifeng Ning, Yunsong Li:
Robust correlation filter tracking via context fusion and subspace constraint. J. Vis. Commun. Image Represent. 62: 182-192 (2019)
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Yanzi Shi, Jie Lei, Yaping Yin, Kailang Cao, Yunsong Li, Chein-I Chang:
Discriminative Feature Learning With Distance Constrained Stacked Sparse Autoencoder for Hyperspectral Target Detection. IEEE Geosci. Remote. Sens. Lett. 16(9): 1462-1466 (2019)
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Weiying Xie, Jie Lei, Baozhu Liu, Yunsong Li, Xiuping Jia:
Spectral constraint adversarial autoencoders approach to feature representation in hyperspectral anomaly detection. Neural Networks 119: 222-234 (2019)
[j72]
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Weiying Xie, Yanzi Shi, Yunsong Li, Xiuping Jia, Jie Lei:
High-quality spectral-spatial reconstruction using saliency detection and deep feature enhancement. Pattern Recognit. 88: 139-152 (2019)
[j71]
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  - journals/remotesensing/LeiWLXCZH19
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Jie Lei, Lingyun Wu, Yunsong Li, Weiying Xie, Chein-I Chang, Jintao Zhang, Biying Huang:
A Novel FPGA-Based Architecture for Fast Automatic Target Detection in Hyperspectral Images. Remote. Sens. 11(2): 146 (2019)
[j70]
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Yunsong Li, Chiru Ge, Weiwei Sun, Jiangtao Peng, Qian Du, Keyan Wang:
Hyperspectral and LiDAR Data Fusion Classification Using Superpixel Segmentation-Based Local Pixel Neighborhood Preserving Embedding. Remote. Sens. 11(5): 550 (2019)
[j69]
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  - journals/remotesensing/QuLDDX19
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Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong, Bobo Xi:
Hyperspectral Pansharpening Based on Homomorphic Filtering and Weighted Tensor Matrix. Remote. Sens. 11(9): 1005 (2019)
[j68]
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Jing Hu, Minghua Zhao, Yunsong Li:
Hyperspectral Image Super-Resolution by Deep Spatial-Spectral Exploitation. Remote. Sens. 11(10): 1229 (2019)
[j67]
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Weiying Xie, Haonan Qin, Yunsong Li, Zhuo Wang, Jie Lei:
A Novel Effectively Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. Remote. Sens. 11(11): 1376 (2019)
[j66]
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Keyan Wang, Yan Hu, Jun Chen, Xianyun Wu, Xi Zhao, Yunsong Li:
Underwater Image Restoration Based on a Parallel Convolutional Neural Network. Remote. Sens. 11(13): 1591 (2019)
[j65]
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Gang He, Jiaping Zhong, Jie Lei, Yunsong Li, Weiying Xie:
Hyperspectral Pansharpening Based on Spectral Constrained Adversarial Autoencoder. Remote. Sens. 11(22): 2691 (2019)
[j64]
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Jiaojiao Li, Ruxing Cui, Bo Li, Rui Song, Yunsong Li, Qian Du:
Hyperspectral Image Super-Resolution with 1D-2D Attentional Convolutional Neural Network. Remote. Sens. 11(23): 2859 (2019)
[j63]
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Jing Hu, Minghua Zhao, Yunsong Li:
Correction: Hu, J., et al. Hyperspectral Image Super-Resolution by Deep Spatial-Spectral Exploitation. Remote Sensing 2019, 11, 1229. Remote. Sens. 11(24): 2933 (2019)
[j62]
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Chiru Ge, Qian Du, Wei Li, Yunsong Li, Weiwei Sun:
Hyperspectral and LiDAR Data Classification Using Kernel Collaborative Representation Based Residual Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(6): 1963-1973 (2019)
[j61]
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Yanzi Shi, Jiaojiao Li, Yaping Yin, Bobo Xi, Yunsong Li:
Hyperspectral Target Detection With Macro-Micro Feature Extracted by 3-D Residual Autoencoder. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4907-4919 (2019)
[j60]
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Quanxue Gao, Sai Xu, Fang Chen, Chris Ding, Xinbo Gao, Yunsong Li:
${R}_1$ -2-DPCA and Face Recognition. IEEE Trans. Cybern. 49(4): 1212-1223 (2019)
[j59]
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Weiying Xie, Tao Jiang, Yunsong Li, Xiuping Jia, Jie Lei:
Structure Tensor and Guided Filtering-Based Algorithm for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 57(7): 4218-4230 (2019)
[j58]
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Weiying Xie, Xiuping Jia, Yunsong Li, Jie Lei:
Hyperspectral Image Super-Resolution Using Deep Feature Matrix Factorization. IEEE Trans. Geosci. Remote. Sens. 57(8): 6055-6067 (2019)
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Jiaojiao Li, Yunsong Li, Rui Song, Shaohui Mei, Qian Du:
Local Spectral Similarity Preserving Regularized Robust Sparse Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57(10): 7756-7769 (2019)
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Kaiyan Li, Weiying Xie, Qian Du, Yunsong Li:
DDLPS: Detail-Based Deep Laplacian Pansharpening for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(10): 8011-8025 (2019)
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Jie Lei, Weiying Xie, Jian Yang, Yunsong Li, Chein-I Chang:
Spectral-Spatial Feature Extraction for Hyperspectral Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. 57(10): 8131-8143 (2019)
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Mingjin Zhang, Nannan Wang, Yunsong Li, Xinbo Gao:
Deep Latent Low-Rank Representation for Face Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 30(10): 3109-3123 (2019)
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Kai Liu, Evgeny Belyaev, Yunsong Li:
A High Throughput JPEG2000 Entropy Decoding Unit Architecture. J. Signal Process. Syst. 91(8): 899-913 (2019)
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Zhuo Wang, Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie:
SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. ICTAI 2019: 531-538
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Yuxuan Zheng, Jiaojiao Li, Yunsong Li:
Hyperspectral Pansharpening Based on Guided Filter and Deep Residual Learning. IGARSS 2019: 616-619
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Jiahui Qu, Qian Du, Yunsong Li, Wenqian Dong:
Hyperspectral and Panchromatic Image Fusion Based on Weighted Tensor Matrix. IGARSS 2019: 632-635
[c34]
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Jing Hu, Yunsong Li, Minghua Zhao, Yaling Zhang:
Deep Spatial-Spectral Information Exploitation for Rapid Hyperspectral Image Super-Resolution. IGARSS 2019: 3109-3112
[c33]
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Jiaojiao Li, Ruxing Cui, Bo Li, Yunsong Li, Shaohui Mei, Qian Du:
Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution. IGARSS 2019: 3113-3116
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Chiru Ge, Qian Du, Yunsong Li, Jiaojiao Li:
Multitemporal Hyperspectral Image Classification using Collaborative Representation-based Classification with Tikhonov Regularization. MultiTemp 2019: 1-4
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Jiaojiao Li, Ruxing Cui, Yunsong Li, Bo Li, Qian Du, Chiru Ge:
Multitemporal Hyperspectral Image Super-Resolution through 3D Generative Adversarial Network. MultiTemp 2019: 1-4
2018
[j52]
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Keyan Wang, Hui Wang, Yufei Li, Yan Hu, Yunsong Li:
Quantitative Performance Evaluation for Dehazing Algorithms on Synthetic Outdoor Hazy Images. IEEE Access 6: 20481-20496 (2018)
[j51]
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Rui Song, Yeqing Yuan, Yunsong Li, Yangli Wang:
Extra Sign Bit Hiding Algorithm Based on Recovery of Transform Coefficients. Circuits Syst. Signal Process. 37(9): 4128-4135 (2018)
[j50]
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Fanqiang Kong, Chending Bian, Yunsong Li, Keyan Wang:
Dictionary-aided hyperspectral unmixing based on constrained l_{2, q}-l_{2, p} optimization. Digit. Signal Process. 73: 117-127 (2018)
[j49]
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Gang He, Jing Hu, Hao Jiang, Yunsong Li:
Scalable Video Coding Based on User's View for Real-Time Virtual Reality Applications. IEEE Commun. Lett. 22(1): 25-28 (2018)
[j48]
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Weiying Xie, Yunsong Li, Weiping Zhou, Yuxuan Zheng:
Efficient coarse-to-fine spectral rectification for hyperspectral image. Neurocomputing 275: 2490-2504 (2018)
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Weiying Xie, Yunsong Li, Xiuping Jia:
Deep convolutional networks with residual learning for accurate spectral-spatial denoising. Neurocomputing 312: 372-381 (2018)
[j46]
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Yunsong Li, Jiahui Qu, Wenqian Dong, Yuxuan Zheng:
Hyperspectral pansharpening via improved PCA approach and optimal weighted fusion strategy. Neurocomputing 315: 371-380 (2018)
[j45]
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Yinlin Hu, Yunsong Li, Rui Song, Peng Rao, Yangli Wang:
Minimum barrier superpixel segmentation. Image Vis. Comput. 70: 1-10 (2018)
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Jie Guo, Yunsong Li, Kai Liu, Jie Lei, Keyan Wang:
Fast FPGA Implementation for Computing the Pixel Purity Index of Hyperspectral Images. J. Circuits Syst. Comput. 27(3): 1850045:1-1850045:10 (2018)
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Long Gao, Yunsong Li, Jifeng Ning:
Improved kernelized correlation filter tracking by using spatial regularization. J. Vis. Commun. Image Represent. 50: 74-82 (2018)
[j42]
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Jiahui Qu, Yunsong Li, Wenqian Dong:
Fusion of hyperspectral and panchromatic images using an average filter and a guided filter. J. Vis. Commun. Image Represent. 52: 151-158 (2018)
[j41]
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Jiaojiao Li, Xi Zhao, Yunsong Li, Qian Du, Bobo Xi, Jing Hu:
Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 15(2): 292-296 (2018)
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Rui Song, Yunsong Li, Yuan Jia, Yangli Wang, Peng Rao:
Efficient, robust and divisible paired comparison for subjective quality assessment. Multim. Tools Appl. 77(11): 13597-13613 (2018)
[j39]
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Weiying Xie, Yunsong Li, Jing Hu, Duan-Yu Chen:
Trainable spectral difference learning with spatial starting for hyperspectral image denoising. Neural Networks 108: 272-286 (2018)
[j38]
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Jiahui Qu, Jie Lei, Yunsong Li, Wenqian Dong, Zhiyong Zeng, Dunyu Chen:
Structure Tensor-Based Algorithm for Hyperspectral and Panchromatic Images Fusion. Remote. Sens. 10(3): 373 (2018)
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Jiaojiao Li, Bobo Xi, Yunsong Li, Qian Du, Keyan Wang:
Hyperspectral Classification Based on Texture Feature Enhancement and Deep Belief Networks. Remote. Sens. 10(3): 396 (2018)
[j36]
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Wenqian Dong, Song Xiao, Yunsong Li, Jiahui Qu:
Hyperspectral Pansharpening Based on Intrinsic Image Decomposition and Weighted Least Squares Filter. Remote. Sens. 10(3): 445 (2018)
[j35]
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Jie Lei, Yunsong Li, Dongsheng Zhao, Jing Xie, Chein-I Chang, Lingyun Wu, Xuepeng Li, Jintao Zhang, Wenguang Li:
A Deep Pipelined Implementation of Hyperspectral Target Detection Algorithm on FPGA Using HLS. Remote. Sens. 10(4): 516 (2018)
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Jiaojiao Li, Bobo Xi, Qian Du, Rui Song, Yunsong Li, Guangbo Ren:
Deep Kernel Extreme-Learning Machine for the Spectral-Spatial Classification of Hyperspectral Imagery. Remote. Sens. 10(12): 2036 (2018)
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Yunsong Li, Yinlin Hu, Rui Song, Peng Rao, Yangli Wang:
Coarse-to-Fine PatchMatch for Dense Correspondence. IEEE Trans. Circuits Syst. Video Technol. 28(9): 2233-2245 (2018)
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Jiaojiao Li, Qian Du, Yunsong Li, Wei Li:
Hyperspectral Image Classification With Imbalanced Data Based on Orthogonal Complement Subspace Projection. IEEE Trans. Geosci. Remote. Sens. 56(7): 3838-3851 (2018)
[c30]
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Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao:
Face Sketch Synthesis From Coarse to Fine. AAAI 2018: 7558-7565
[c29]
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Yan Hu, Keyan Wang, Xi Zhao, Hui Wang, Yunsong Li:
Underwater Image Restoration Based on Convolutional Neural Network. ACML 2018: 296-311
[c28]
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Xianyun Wu, Ru Wang, Yunsong Li, Kai Liu:
Parallel Computing Implementation for Real-Time Image Dehazing Based on Dark Channel. HPCC/SmartCity/DSS 2018: 1-5
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Jiahui Qu, Yunsong Li, Wenqian Dong:
Fusion of Hyperspectral and Panchromatic Images using Structure Tensor. IGARSS 2018: 7216-7219
[c26]
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Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li:
Markov Random Neural Fields for Face Sketch Synthesis. IJCAI 2018: 1142-1148
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Jiaojiao Li, Qian Du, Bobo Xi, Yunsong Li:
Hyperspectral Image Classification Via Sample Expansion for Convolutional Neural Network. WHISPERS 2018: 1-5
2017
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Zhiyong Zeng, Shiqi Dai, Yunsong Li, Dunyu Chen:
Deep hashing using an extreme learning machine with convolutional networks. Commun. Inf. Syst. 17(3): 133-146 (2017)
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Yunsong Li, Jing Hu, Xi Zhao, Weiying Xie, Jiaojiao Li:
Hyperspectral image super-resolution using deep convolutional neural network. Neurocomputing 266: 29-41 (2017)
[j29]
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Yongjun Li, Yunsong Li, Weijia Liu, Jing Hu, Chiru Ge:
Human fixation detection model in video compressed domain based on Markov random field. J. Electronic Imaging 26(1): 13008 (2017)
[j28]
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Weiying Xie, Yunsong Li, Weiping Zhou:
Hyperspectral image filtering with adaptive manifold for classification. J. Electronic Imaging 26(3): 33025 (2017)
[j27]
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Gang He, Jing Hu, Yunsong Li, Wenxin Yu, Zhuo Yang, Peikun Liu, Ruixue Guo:
Fast mode decision and PU size decision algorithm for intra depth coding in 3D-HEVC. J. Vis. Commun. Image Represent. 49: 303-314 (2017)
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Jing Hu, Yunsong Li, Weiying Xie:
Hyperspectral Image Super-Resolution by Spectral Difference Learning and Spatial Error Correction. IEEE Geosci. Remote. Sens. Lett. 14(10): 1825-1829 (2017)
[j25]
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Weiying Xie, Yunsong Li:
Hyperspectral Imagery Denoising by Deep Learning With Trainable Nonlinearity Function. IEEE Geosci. Remote. Sens. Lett. 14(11): 1963-1967 (2017)
[j24]
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Jiahui Qu, Yunsong Li, Wenqian Dong:
Hyperspectral Pansharpening With Guided Filter. IEEE Geosci. Remote. Sens. Lett. 14(11): 2152-2156 (2017)
[j23]
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Keyan Wang, Shanshan Zhang, Yunsong Li:
Haze Removal via Edge Weighted Pixel-to-Patch Fusion. Mob. Networks Appl. 22(3): 464-477 (2017)
[j22]
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Yongjun Li, Yunsong Li:
A fast and efficient saliency detection model in video compressed-domain for human fixations prediction. Multim. Tools Appl. 76(24): 26273-26295 (2017)
[j21]
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Qianqian Wang, Lan Ma, Quanxue Gao, Yunsong Li, Yunfang Huang, Yang Liu:
Adaptive maximum margin analysis for image recognition. Pattern Recognit. 61: 339-347 (2017)
[j20]
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Yunsong Li, Weiying Xie, Huaqing Li:
Hyperspectral image reconstruction by deep convolutional neural network for classification. Pattern Recognit. 63: 371-383 (2017)
[j19]
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Shaojie Jiang, Jifeng Ning, Cheng Cai, Yunsong Li:
Robust Struck tracker via color Haar-like feature and selective updating. Signal Image Video Process. 11(6): 1073-1080 (2017)
[j18]
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Yang Liu, Quanxue Gao, Shuo Miao, Xinbo Gao, Feiping Nie, Yunsong Li:
A Non-Greedy Algorithm for L1-Norm LDA. IEEE Trans. Image Process. 26(2): 684-695 (2017)
[c24]
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Yinlin Hu, Yunsong Li, Rui Song:
Robust Interpolation of Correspondences for Large Displacement Optical Flow. CVPR 2017: 4791-4799
[c23]
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Jiahui Qu, Yunsong Li, Wenqian Dong:
A new hyperspectral pansharpening method based on guided fliter. IGARSS 2017: 5125-5128
[c22]
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Jing Hu, Yunsong Li, Xi Zhao, Weiying Xie:
A spatial constraint and deep learning based hyperspectral image super-resolution method. IGARSS 2017: 5129-5132
[c21]
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Hao Jiang, Gang He, Wenxin Yu, Zheng Wang, Yunsong Li:
Scalable Video Coding Based on the User's View for Real-Time Virtual Reality Applications. PCM (2) 2017: 766-775
[c20]
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Yufei Li, Keyan Wang, Ning Xu, Yunsong Li:
Quantitative evaluation for dehazing algorithms on synthetic outdoor hazy dataset. VCIP 2017: 1-4
[c19]
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Xi Zhao, Keyan Wang, Yunsong Li, Jiaojiao Li:
Deep fully convolutional regression networks for single image haze removal. VCIP 2017: 1-4
2016
[j17]
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Weiying Xie, Yunsong Li, Yide Ma:
Breast mass classification in digital mammography based on extreme learning machine. Neurocomputing 173: 930-941 (2016)
[j16]
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Yinlin Hu, Rui Song, Yunsong Li, Peng Rao, Yangli Wang:
Highly accurate optical flow estimation on superpixel tree. Image Vis. Comput. 52: 167-177 (2016)
[j15]
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Fanqiang Kong, Yunsong Li, Wenjun Guo:
Regularized MSBL algorithm with spatial correlation for sparse hyperspectral unmixing. J. Vis. Commun. Image Represent. 40: 525-537 (2016)
[j14]
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Jing Hu, Gang He, Yunsong Li:
Fast algorithm based on the sole- and multi-depth texture measurements for HEVC intra coding. J. Vis. Commun. Image Represent. 40: 671-681 (2016)
[j13]
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Jiaojiao Li, Qian Du, Yunsong Li:
An efficient radial basis function neural network for hyperspectral remote sensing image classification. Soft Comput. 20(12): 4753-4759 (2016)
[c18]
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Yinlin Hu, Rui Song, Yunsong Li:
Efficient Coarse-to-Fine Patch Match for Large Displacement Optical Flow. CVPR 2016: 5704-5712
[c17]
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Jie Lei, Yu-Ting Chen, Yunsong Li, Jason Cong:
A High-throughput Architecture for Lossless Decompression on FPGA Designed Using HLS (Abstract Only). FPGA 2016: 277
[c16]
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Ruixue Guo, Gang He, Yunsong Li, Keyan Wang:
Fast algorithm for prediction unit and mode decisions of intra depth coding in 3D-HEVC. ICIP 2016: 1121-1125
[c15]
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Gang He, Jing Hu, Yunsong Li, Wenxin Yu:
Fast algorithm based on sole- and multi-depth measurements for HEVC intra coding. ICIP 2016: 1131-1135
[c14]
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Jiaojiao Li, Qian Du, Wei Li, Yunsong Li:
Representation-based hyperspectral image classification with imbalanced data. IGARSS 2016: 3318-3321
[c13]
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  - conf/igarss/GeLLW16
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Chiru Ge, Yunsong Li, Jiaojiao Li, Keyan Wang:
Subspace selection for hyperspectral pansharpening using sparse unmixing. IGARSS 2016: 7232-7235
[c12]
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Peikun Liu, Gang He, Shun Xue, Yunsong Li:
A fast mode selection for depth modelling modes of intra depth coding in 3D-HEVC. VCIP 2016: 1-4
2015
[j12]
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Xiaojie Li, Changhe Song, Sebastián López, Yunsong Li, José Francisco López:
Fast computation of bare soil surface roughness on a Fermi GPU. Comput. Geosci. 82: 38-44 (2015)
[j11]
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  - journals/tcsv/BelyaevLGL15
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Evgeny Belyaev, Kai Liu, Moncef Gabbouj, Yunsong Li:
An Efficient Adaptive Binary Range Coder and Its VLSI Architecture. IEEE Trans. Circuits Syst. Video Technol. 25(8): 1435-1446 (2015)
[j10]
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Gang He, Dajiang Zhou, Yunsong Li, Zhixiang Chen, Tianruo Zhang, Satoshi Goto:
High-Throughput Power-Efficient VLSI Architecture of Fractional Motion Estimation for Ultra-HD HEVC Video Encoding. IEEE Trans. Very Large Scale Integr. Syst. 23(12): 3138-3142 (2015)
2014
[j9]
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Rui Song, Hongfei Cui, Yunsong Li, Chengke Wu:
High-efficiency pipeline design of binary arithmetic encoder. Sci. China Inf. Sci. 57(9): 1-8 (2014)
[j8]
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Changhe Song, Yunsong Li, Jie Guo, Jie Lei:
Block-based two-dimensional wavelet transform running on graphics processing unit. IET Comput. Digit. Tech. 8(5): 229-236 (2014)
[j7]
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Xianyun Wu, Bormin Huang, Antonio Plaza, Yunsong Li, Chengke Wu:
Real-Time Implementation of the Pixel Purity Index Algorithm for Endmember Identification on GPUs. IEEE Geosci. Remote. Sens. Lett. 11(5): 955-959 (2014)
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Jin Zhang, Kai Liu, Fei Cheng, Yunsong Li:
Visual tracking with randomly projected ferns. Signal Process. Image Commun. 29(9): 987-997 (2014)
2013
[j5]
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Rui Song, Yangli Wang, Ye Han, Yunsong Li:
Statistically uniform intra-block refresh algorithm for very low delay video communication. J. Zhejiang Univ. Sci. C 14(5): 374-382 (2013)
2012
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Kai Liu, Jie Lei, Yunsong Li:
A Novel VLSI Architecture of SPIHT Using Breadth First Search for Real-Time Applications. J. Signal Process. Syst. 68(1): 113-125 (2012)
[c11]
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Yi Lu, Jie Lei, Yunsong Li:
An efficient VLSI architecture of parallel bit plane encoder based on CCSDS IDC. APSIPA 2012: 1-4
[c10]
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Rui Song, Hongfei Cui, Yunsong Li, Song Xiao:
A five-stage pipeline design of binary arithmetic encoder in H.264/AVC. APSIPA 2012: 1-4
2011
[j3]
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Changhe Song, Yunsong Li, Bormin Huang:
A GPU-Accelerated Wavelet Decompression System With SPIHT and Reed-Solomon Decoding for Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(3): 683-690 (2011)
[c9]
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Juan Song, Keyan Wang, Haiying Liu, Yunsong Li, Chengke Wu:
Progressive correlation noise refinement for transform domain Wyner-Ziv video coding. ICIP 2011: 2625-2628
2010
[j2]
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Kai Liu, Yu Zhou, Yunsong Li, Jian Feng Ma:
A high performance MQ encoder architecture in JPEG2000. Integr. 43(3): 305-317 (2010)
[c8]
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Kai Liu, Yunsong Li:
A dual symbol arithmetic coder architecture with reduced memory for JPEG2000. ICIP 2010: 513-516
[c7]
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Ruo-mei Yan, Yun-feng Zhang, Yunsong Li, Chengke Wu:
Super-resolution image reconstruction based on guided cost function. ICIP 2010: 1985-1988
[c6]
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Haiying Liu, Yunsong Li, Song Xiao, Chengke Wu:
Distributed Compressive Hyperspectral Image Sensing. IIH-MSP 2010: 607-610

2000 – 2009

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2009
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Jing Ma, Chengke Wu, Yunsong Li, Keyan Wang:
Dual-Direction Prediction Vector Quantization for Lossless Compression of LASIS Data. DCC 2009: 458
2008
[c4]
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Song Xiao, Chengke Wu, Yunsong Li, Jianchao Du, C.-C. Jay Kuo:
Priority Ordering Algorithm for Scalable Video Coding Transmission over Heterogeneous Network. AINA 2008: 896-903
2007
[j1]
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Kai Liu, Keyan Wang, Yunsong Li, Chengke Wu:
A Novel VLSI Architecture for Real-Time Line-Based Wavelet Transform Using Lifting Scheme. J. Comput. Sci. Technol. 22(5): 661-672 (2007)
2006
[c3]
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Huaxi Gu, Qiming Xie, Kun Wang, Jie Zhang, Yunsong Li:
X-Torus: A Variation of Torus Topology with Lower Diameter and Larger Bisection Width. ICCSA (5) 2006: 149-157
[c2]
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Keyan Wang, Chengke Wu, Kai Liu, Yunsong Li, Jechang Jeong:
Efficient Line-Based VLSI Architecture for 2-D Lifting DWT. ICIP 2006: 2129-2132
2003
[c1]
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Song Xiao, Fang Zhang, Chengke Wu, Yunsong Li, Yaoping Yan:
A New Robust Multiple Description Coding Method Based on Region of Interest. AINA 2003: 501-504

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