Yi Chang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 67

Top Topics

Convolutional Neural Network

Image Restoration

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Shengqi Xu, Run Sun, Yi Chang, Shuning Cao, Xueyao Xiao, Luxin Yan
Long-range Turbulence Mitigation: A Large-scale Dataset and A Coarse-to-fine Framework. CoRR (2024)
Hanyu Zhou, Yi Chang, Haoyue Liu, Wending Yan, Yuxing Duan, Zhiwei Shi, Luxin Yan
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow. ICLR (2024)
Yi Chang, Meiya Chen, Changfeng Yu, Yi Li, Liqun Chen, Luxin Yan
Direction and Residual Awareness Curriculum Learning Network for Rain Streaks Removal. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Houzhang Fang, Chenxing Wu, Xiaolin Wang, Fan Zhou, Yi Chang, Luxin Yan
Online Infrared UAV Target Tracking With Enhanced Context-Awareness and Pixel-Wise Attention Modulation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hanyu Zhou, Zhiwei Shi, Hao Dong, Shihan Peng, Yi Chang, Luxin Yan
JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection. CoRR (2024)
Yi Chang, Yun Guo, Yuntong Ye, Changfeng Yu, Lin Zhu, Xile Zhao, Luxin Yan, Yonghong Tian
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Howard Zhang, Yunhao Ba, Ethan Yang, Rishi Upadhyay, Alex Wong, Achuta Kadambi, Yun Guo, Xueyao Xiao, Xiaoxiong Wang, Yi Li, Yi Chang, Luxin Yan, Chaochao Zheng, Luping Wang, Bin Liu, Sunder Ali Khowaja, Jiseok Yoon, Ikhyun Lee, Zhao Zhang, Yanyan Wei, Jiahuan Ren, Suiyi Zhao, Huan Zheng
GT-Rain Single Image Deraining Challenge Report. CoRR (2024)
Yuxing Duan, Shihan Peng, Lin Zhu, Wei Zhang, Yi Chang, Sheng Zhong, Luxin Yan
LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising. CoRR (2024)
Hanyu Zhou, Yi Chang, Haoyue Liu, Wending Yan, Yuxing Duan, Zhiwei Shi, Luxin Yan
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow. CoRR (2024)
Jun-Hao Zhuang, Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Jun Liu
Unsupervised video rain streaks removal with deep foreground-background modeling. J. Comput. Appl. Math. 436 (2024)
Hanyu Zhou, Yi Chang, Zhiwei Shi, Luxin Yan
Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow. CoRR (2024)
Haoyue Liu, Shihan Peng, Lin Zhu, Yi Chang, Hanyu Zhou, Luxin Yan
Seeing Motion at Nighttime with an Event Camera. CoRR (2024)
Hanyu Zhou, Zhiwei Shi, Hao Dong, Shihan Peng, Yi Chang, Luxin Yan
JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection. ICRA (2024)
Yun Guo, Xueyao Xiao, Yi Chang, Shumin Deng, Luxin Yan
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal. CoRR (2023)
Hanyu Zhou, Yi Chang, Wending Yan, Luxin Yan
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow. CoRR (2023)
Houzhang Fang, Zikai Liao, Xuhua Wang, Yi Chang, Luxin Yan
Differentiated Attention Guided Network Over Hierarchical and Aggregated Features for Intelligent UAV Surveillance. IEEE Trans. Ind. Informatics 19 (9) (2023)
Hanyu Zhou, Yi Chang, Gang Chen, Luxin Yan
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow. CoRR (2023)
Shuning Cao, Yi Chang, Shengqi Xu, Houzhang Fang, Luxin Yan
Nonlinear Deblurring for Low-Light Saturated Image. Sensors 23 (8) (2023)
Yun Guo, Xueyao Xiao, Yi Chang, Shumin Deng, Luxin Yan
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal. ICCV (2023)
Xueyao Xiao, Wei Zhang, Yi Chang, Shuning Cao, Wei He, Houzhang Fang, Luxin Yan
Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Houzhang Fang, Zikai Liao, Lu Wang, Qingshan Li, Yi Chang, Luxin Yan, Xuhua Wang
DANet: Multi-scale UAV Target Detection with Dynamic Feature Perception and Scale-aware Knowledge Distillation. ACM Multimedia (2023)
Shengqi Xu, Shuning Cao, Haoyue Liu, Xueyao Xiao, Yi Chang, Luxin Yan
+ Challenge Track 2.2-Coded Target Restoration through Atmospheric Turbulence. CoRR (2023)
Shengqi Xu, Xueyao Xiao, Shuning Cao, Yi Chang, Luxin Yan
+Challenge Track 2.1-Text Recognition through Atmospheric Turbulence. CoRR (2023)
Hanyu Zhou, Yi Chang, Wending Yan, Luxin Yan
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow. CVPR (2023)
Hanyu Zhou, Yi Chang, Gang Chen, Luxin Yan
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow. AAAI (2023)
Yi Li, Yi Chang, Changfeng Yu, Luxin Yan
Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation. AAAI (2022)
Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xi-Le Zhao, Luxin Yan, Yonghong Tian
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. CVPR (2022)
Zhijun Zhang, Yi Chang, Sheng Zhong, Luxin Yan, Xu Zou
Learning dynamic background for weakly supervised moving object detection. Image Vis. Comput. 121 (2022)
Yuntong Ye, Changfeng Yu, Yi Chang, Lin Zhu, Xile Zhao, Luxin Yan, Yonghong Tian
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity. CoRR (2022)
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. IEEE Trans. Image Process. 31 (2022)
Changfeng Yu, Yi Chang, Yi Li, Xile Zhao, Luxin Yan
Unsupervised Image Deraining: Optimization Model Driven Deep CNN. CoRR (2022)
Yu Zhang, Tao He, Lefeng Peng, Yi Chang, Kai Huang, Gang Chen
An ultra-high-speed hardware accelerator for image reconstruction and stereo rectification on event-based camera. Microelectron. J. 119 (2022)
Yi Chang, Yun Guo, Yuntong Ye, Changfeng Yu, Lin Zhu, Xile Zhao, Luxin Yan, Yonghong Tian
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity. CoRR (2022)
Yi Li, Yi Chang, Yan Gao, Changfeng Yu, Luxin Yan
Physically Disentangled Intra- and Inter-domain Adaptation for Varicolored Haze Removal. CVPR (2022)
Houzhang Fang, Lan Ding, Liming Wang, Yi Chang, Luxin Yan, Jinhui Han
Infrared Small UAV Target Detection Based on Depthwise Separable Residual Dense Network and Multiscale Feature Fusion. IEEE Trans. Instrum. Meas. 71 (2022)
Houzhang Fang, Mingjiang Xia, Gang Zhou, Yi Chang, Luxin Yan
Infrared Small UAV Target Detection Based on Residual Image Prediction via Global and Local Dilated Residual Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Shuning Cao, Houzhang Fang, Liqun Chen, Wei Zhang, Yi Chang, Luxin Yan
Robust Blind Deblurring Under Stripe Noise for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Liqun Chen, Yi Chang, Luxin Yan
On-Orbit Real-Time Variational Image Destriping: FPGA Architecture and Implementation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Changfeng Yu, Yi Chang, Yi Li, Xile Zhao, Luxin Yan
Unsupervised Image Deraining: Optimization Model Driven Deep CNN. ACM Multimedia (2021)
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuntong Ye, Yi Chang, Hanyu Zhou, Luxin Yan
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation. CoRR (2021)
Yuntong Ye, Yi Chang, Hanyu Zhou, Luxin Yan
Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation. CVPR (2021)
Yi Chang, Luxin Yan, Bingling Chen, Sheng Zhong, Yonghong Tian
Hyperspectral Image Restoration: Where Does the Low-Rank Property Exist. IEEE Trans. Geosci. Remote. Sens. 59 (8) (2021)
Houzhang Fang, Mingjiang Xia, Hehui Liu, Yi Chang, Liming Wang, Xiyang Liu
Automatic zipper tape defect detection using two-stage multi-scale convolutional networks. Neurocomputing 422 (2021)
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yi Chang, Michael K. Ng, Chao Li
Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery. CoRR (2021)
Yi Li, Yi Chang, Yuntong Ye, Xu Zou, Sheng Zhong, Luxin Yan
Category-Aware Aircraft Landmark Detection. IEEE Signal Process. Lett. 28 (2021)
Houzhang Fang, Xiaolin Wang, Zikai Liao, Yi Chang, Luxin Yan
A Real-time Anti-distractor Infrared UAV Tracker with Channel Feature Refinement Module. ICCVW (2021)
Yuntong Ye, Yi Chang, Yi Li, Luxin Yan
Skeleton-Aware Network for Aircraft Landmark Detection. ICIG (1) (2021)
Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang
Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Yi Chang, Luxin Yan, Meiya Chen, Houzhang Fang, Sheng Zhong
Two-Stage Convolutional Neural Network for Medical Noise Removal via Image Decomposition. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior. CoRR (2020)
Yi Chang, Meiya Chen, Luxin Yan, Xi-Le Zhao, Yi Li, Sheng Zhong
Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Meiya Chen, Yi Chang, Shuning Cao, Luxin Yan
Learning Blind Denoising Network for Noisy Image Deblurring. ICASSP (2020)
Yi Chang, Luxin Yan, Xi-Le Zhao, Houzhang Fang, Zhijun Zhang, Sheng Zhong
Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration. IEEE Trans. Cybern. 50 (11) (2020)
Shoukui Yao, Yi Chang, Xiaojuan Qin
A Coarse-to-Fine Method for Infrared Small Target Detection. IEEE Geosci. Remote. Sens. Lett. 16 (2) (2019)
Yi Chang, Luxin Yan, Houzhang Fang, Sheng Zhong, Wenshan Liao
HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Huimin Liu, Yi Chang, Ziqin Li, Sheng Zhong, Luxin Yan
Directional-Aware Automatic Defect Detection in High-Speed Railway Catenary System. ICIP (2019)
Yi Chang, Luxin Yan, Li Liu, Houzhang Fang, Sheng Zhong
Infrared Aerothermal Nonuniform Correction via Deep Multiscale Residual Network. IEEE Geosci. Remote. Sens. Lett. 16 (7) (2019)
Shoukui Yao, Yi Chang, Xiaojuan Qin, Yaozong Zhang, Tianxu Zhang
Principal component dictionary-based patch grouping for image denoising. J. Vis. Commun. Image Represent. 50 (2018)
Ye-Tao Wang, Xi-Le Zhao, Tai-Xiang Jiang, Liang-Jian Deng, Yi Chang, Ting-Zhu Huang
Rain Streak Removal for Single Image via Kernel Guided CNN. CoRR (2018)
Luxin Yan, Wenshan Liao, Yi Chang, Chunan Luo
Joint local and non-local priors for ground-based astronomical image denoising. IGARSS (2017)
Yi Chang, Luxin Yan, Houzhang Fang, Sheng Zhong, Zhijun Zhang
Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration. CoRR (2017)
Yi Chang, Luxin Yan, Sheng Zhong
Transformed Low-Rank Model for Line Pattern Noise Removal. ICCV (2017)
Houzhang Fang, Yi Chang, Gang Zhou, Lizhen Deng
Iteratively Reweighted Blind Deconvolution With Adaptive Regularization Parameter Estimation. IEEE Access 5 (2017)
Yi Chang, Luxin Yan, Sheng Zhong
Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising. CVPR (2017)
Yi Chang, Luxin Yan, Sheng Zhong
Hyperspectral image denoising via spectral and spatial low-rank approximation. IGARSS (2017)
Yi Chang, Luxin Yan, Tao Wu, Sheng Zhong
Remote Sensing Image Stripe Noise Removal: From Image Decomposition Perspective. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Yi Chang, Luxin Yan, Houzhang Fang, Chunan Luo
Anisotropic Spectral-Spatial Total Variation Model for Multispectral Remote Sensing Image Destriping. IEEE Trans. Image Process. 24 (6) (2015)
Yi Chang, Luxin Yan, Houzhang Fang, Hai Liu
Simultaneous Destriping and Denoising for Remote Sensing Images With Unidirectional Total Variation and Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 11 (6) (2014)
Yi Chang, Houzhang Fang, Luxin Yan, Hai Liu
Joint blind deblurring and destriping for remote sensing images. ICIP (2013)
Hai Liu, Luxin Yan, Yi Chang, Houzhang Fang, Tianxu Zhang
Spectral Deconvolution and Feature Extraction With Robust Adaptive Tikhonov Regularization. IEEE Trans. Instrum. Meas. 62 (2) (2013)