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2020 – today
- 2024
[j12]Ronghui Zhang
, Jingtao Peng, Wanting Gou, Yuhang Ma, Junzhou Chen, Hongyu Hu, Weihua Li, Guodong Yin, Zhiwu Li:
A robust and real-time lane detection method in low-light scenarios to advanced driver assistance systems. Expert Syst. Appl. 256: 124923 (2024)- [j11]Junzhou Chen, Jiajun Pu, Baiqiao Yin, Ronghui Zhang, Jun Jie Wu:
TA-NET: Empowering Highly Efficient Traffic Anomaly Detection Through Multi-Head Local Self-Attention and Adaptive Hierarchical Feature Reconstruction. IEEE Trans. Intell. Transp. Syst. 25(9): 12372-12384 (2024) - [j10]Ronghui Zhang, Jiongze Yu, Junzhou Chen, Guofa Li, Liang Lin, Danwei Wang:
A Prior Guided Wavelet-Spatial Dual Attention Transformer Framework for Heavy Rain Image Restoration. IEEE Trans. Multim. 26: 7043-7057 (2024) - [c15]Zirui Zhang, Jiaheng Wu, Heqiang Huang, Junzhou Chen, Hongyu Hu, Ronghui Zhang:
Rnbformer: A High-Performance Roadside Noise Barriers Recognition Algorithm. CACML 2024: 293-297 - [c14]Kai Zhang, Junzhou Chen, Ronghui Zhang, Chuan Hu:
A Hybrid Approach for Efficient Traffic Sign Detection Using Yolov8 And SAM. CACML 2024: 298-302 - [c13]Linyi Qian, Qian Huang, Yulin Chen, Junzhou Chen:
A Purified Stacking Ensemble Framework for Cytology Classification. MMM (2) 2024: 267-280 - [c12]Junzhou Chen, Sidi Lu:
An Advanced Driving Agent with the Multimodal Large Language Model for Autonomous Vehicles. MOST 2024: 1-11 - [i12]Chuike Sun, Junzhou Chen, Yue Zhao, Hao Han, Ruihai Jing, Guang Tan, Di Wu:
Appformer: A Novel Framework for Mobile App Usage Prediction Leveraging Progressive Multi-Modal Data Fusion and Feature Extraction. CoRR abs/2407.19414 (2024) - [i11]Junzhou Chen, Zirui Zhang, Jing Yu, Heqiang Huang, Ronghui Zhang, Xuemiao Xu, Bin Sheng, Hong Yan:
DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification. CoRR abs/2409.05587 (2024) - [i10]Ronghui Zhang, Runzong Zou, Yue Zhao, Zirui Zhang, Junzhou Chen, Yue Cao, Chuan Hu, Houbing Song:
BA-Net: Bridge Attention in Deep Neural Networks. CoRR abs/2410.07860 (2024) - [i9]Junzhou Chen, Xuan Wen, Ronghui Zhang, Bingtao Ren, Di Wu, Zhigang Xu, Danwei Wang:
GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder. CoRR abs/2410.08023 (2024) - 2023
- [j9]Junzhou Chen, Nan Zhao, Ronghui Zhang, Long Chen, Kai Huang, Zhijun Tony Qiu:
Refined Crack Detection via LECSFormer for Autonomous Road Inspection Vehicles. IEEE Trans. Intell. Veh. 8(3): 2049-2061 (2023) - [i8]Linyi Qian, Qian Huang, Yulin Chen, Junzhou Chen:
A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification. CoRR abs/2308.02781 (2023) - [i7]Junzhou Chen, Qian Huang, Yulin Chen, Linyi Qian, Chengyuan Yu:
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network. CoRR abs/2308.03382 (2023) - 2022
- [j8]Junzhou Chen, Kunkun Jia, Wenquan Chen, Zhihan Lv, Ronghui Zhang:
A real-time and high-precision method for small traffic-signs recognition. Neural Comput. Appl. 34(3): 2233-2245 (2022) - [c11]Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang:
BA-Net: Bridge Attention for Deep Convolutional Neural Networks. ECCV (21) 2022: 297-312 - 2021
- [j7]Zhemin Zhang, Xun Gong, Junzhou Chen:
Face recognition based on adaptive margin and diversity regularization constraints. IET Image Process. 15(5): 1105-1114 (2021) - [i6]Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang:
BA-Net: Bridge Attention for Deep Convolutional Neural Networks. CoRR abs/2112.04150 (2021) - 2020
- [j6]Xiaozhou Liu, Hengxing Cai, Renxin Zhong, Weili Sun, Junzhou Chen:
Learning Traffic as Images for Incident Detection Using Convolutional Neural Networks. IEEE Access 8: 7916-7924 (2020) - [j5]Zhuyang Xie, Junzhou Chen, Bo Peng:
Point clouds learning with attention-based graph convolution networks. Neurocomputing 402: 245-255 (2020)
2010 – 2019
- 2019
- [j4]Qing Li, Qiang Peng, Junzhou Chen, Chuan Yan:
Improving Image Classification Accuracy With ELM and CSIFT. Comput. Sci. Eng. 21(5): 26-34 (2019) - [c10]Peixiang Huang, Runhui Huang, Jianjie Huang, Rushi Yangchen, Zongyao He, Xiying Li, Junzhou Chen:
Deep Feature Fusion with Multiple Granularity for Vehicle Re-identification. CVPR Workshops 2019: 80-88 - [c9]Zhuyang Xie, Bo Peng, Junzhou Chen:
Point Clouds Learning Using Directed Connected Graph. ISKE 2019: 857-863 - [c8]Hongtao He, Bo Peng, Junzhou Chen:
Image Segmentation Based on Similarity of Hierarchical Regions. ISKE 2019: 1001-1007 - [i5]Zhuyang Xie, Junzhou Chen, Bo Peng:
Point Clouds Learning with Attention-based Graph Convolution Networks. CoRR abs/1905.13445 (2019) - 2016
- [j3]Xiao Wu, Honghan Chen, Tao Gan, Junzhou Chen, Chong-Wah Ngo, Qiang Peng:
Automatic Hookworm Detection in Wireless Capsule Endoscopy Images. IEEE Trans. Medical Imaging 35(7): 1741-1752 (2016) - 2015
- [j2]Junzhou Chen, Qing Li, Qiang Peng, Kin Hong Wong:
CSIFT based locality-constrained linear coding for image classification. Pattern Anal. Appl. 18(2): 441-450 (2015) - [c7]Wei Shi, Junzhou Chen, Honghan Chen, Qiang Peng, Tao Gan:
Bleeding fragment localization using time domain information for WCE videos. BMEI 2015: 73-78 - 2014
- [c6]Qing Li, Junzhou Chen, Qiang Peng, Xiao Wu:
Application of Localized Soft-Assignment Coding and CSIFT in Image Classification. ICIMCS 2014: 246 - 2013
- [c5]Honghan Chen, Junzhou Chen, Qiang Peng, Ganglu Sun, Tao Gan:
Automatic hookworm image detection for wireless capsule endoscopy using hybrid color gradient and contourlet transform. BMEI 2013: 116-120 - [i4]Xiaojiang Peng, Qiang Peng, Yu Qiao, Junzhou Chen, Mehtab Afzal:
A Study on Unsupervised Dictionary Learning and Feature Encoding for Action Classification. CoRR abs/1309.0309 (2013) - [i3]Junzhou Chen, Qing Li, Qiang Peng, Kin Hong Wong:
CSIFT Based Locality-constrained Linear Coding for Image Classification. CoRR abs/1309.7484 (2013) - [i2]Junzhou Chen, Yong You:
Early Fire Detection Using HEP and Space-time Analysis. CoRR abs/1310.1855 (2013) - [i1]Junzhou Chen, Kin Hong Wong:
Calibration of an Articulated Camera System with Scale Factor Estimation. CoRR abs/1310.4713 (2013) - 2011
- [c4]Junzhou Chen, Run He, Li Zhang, Qiang Peng, Tao Gan:
Contourlet based feature extraction and classification for Wireless Capsule Endoscopic images. BMEI 2011: 219-223
2000 – 2009
- 2009
- [j1]Ying Kin Yu, Kin-hong Wong, Siu-Hang Or, Junzhou Chen:
Controlling Virtual Cameras Based on a Robust Model-Free Pose Acquisition Technique. IEEE Trans. Multim. 11(1): 184-190 (2009) - 2008
- [b1]Junzhou Chen:
Calibration of multiple camera systems. Chinese University of Hong Kong, Hong Kong, 2008 - [c3]Junzhou Chen, Kin Hong Wong:
Calibration of an Articulated Camera System. CVPR 2008 - [c2]Mohammad Ehab Ragab, Kin-hong Wong, Junzhou Chen, Michael Ming Yuen Chang:
EKF pose estimation: How many filters and cameras to use? ICIP 2008: 245-248 - 2007
- [c1]Mohammad Ehab Ragab, Kin-hong Wong, Junzhou Chen, Michael Ming Yuen Chang:
EKF Based Pose Estimation using Two Back-to-Back Stereo Pairs. ICIP (6) 2007: 137-140
Coauthor Index
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