Yi Chang

Orcid: 0000-0001-8542-5937

Affiliations:

Huazhong University of Science and Technology, School of Artificial Intelligence and Automation, Wuhan, China

According to our database¹, Yi Chang authored at least 69 papers between 2013 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024

Direction and Residual Awareness Curriculum Learning Network for Rain Streaks Removal.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-Similarity.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Unsupervised video rain streaks removal with deep foreground-background modeling.

[BibT_eX]

[DOI]

J. Comput. Appl. Math., January, 2024

Online Infrared UAV Target Tracking With Enhanced Context-Awareness and Pixel-Wise Attention Modulation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

SCINet: Spatial and Contrast Interactive Super-Resolution Assisted Infrared UAV Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

CoSEC: A Coaxial Stereo Event Camera Dataset for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2024

LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising.

[BibT_eX]

[DOI]

CoRR, 2024

GT-Rain Single Image Deraining Challenge Report.

[BibT_eX]

[DOI]

CoRR, 2024

Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow.

[BibT_eX]

[DOI]

CoRR, 2024

JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Long-Range Turbulence Mitigation: A Large-Scale Dataset and A Coarse-to-Fine Framework.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow.

[BibT_eX]

[DOI]

Hanyu Zhou

Yi Chang

Zhiwei Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Seeing Motion at Nighttime with an Event Camera.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Differentiated Attention Guided Network Over Hierarchical and Aggregated Features for Intelligent UAV Surveillance.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Nonlinear Deblurring for Low-Light Saturated Image.

[BibT_eX]

[DOI]

Sensors, 2023

1st Solution Places for CVPR 2023 UG2+ Challenge Track 2.2-Coded Target Restoration through Atmospheric Turbulence.

[BibT_eX]

[DOI]

CoRR, 2023

1st Solution Places for CVPR 2023 UG2+Challenge Track 2.1-Text Recognition through Atmospheric Turbulence.

[BibT_eX]

[DOI]

CoRR, 2023

A Two-Stage Real Image Deraining Method for GT-RAIN Challenge CVPR 2023 Workshop UG2 + Track 3.

[BibT_eX]

[DOI]

CoRR, 2023

DANet: Multi-scale UAV Target Detection with Dynamic Feature Perception and Scale-aware Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Infrared Small UAV Target Detection Based on Depthwise Separable Residual Dense Network and Multiscale Feature Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

On-Orbit Real-Time Variational Image Destriping: FPGA Architecture and Implementation.

[BibT_eX]

[DOI]

Liqun Chen

Yi Chang

Luxin Yan

IEEE Trans. Geosci. Remote. Sens., 2022

Robust Blind Deblurring Under Stripe Noise for Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

An ultra-high-speed hardware accelerator for image reconstruction and stereo rectification on event-based camera.

[BibT_eX]

[DOI]

Microelectron. J., 2022

Infrared Small UAV Target Detection Based on Residual Image Prediction via Global and Local Dilated Residual Networks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Learning dynamic background for weakly supervised moving object detection.

[BibT_eX]

[DOI]

Image Vis. Comput., 2022

Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Physically Disentangled Intra- and Inter-domain Adaptation for Varicolored Haze Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Event-based Video Reconstruction via Potential-assisted Spiking Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Hyperspectral Image Restoration: Where Does the Low-Rank Property Exist.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Mixed Noise Removal via Spatial-Spectral Constrained Unsupervised Deep Image Prior.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Category-Aware Aircraft Landmark Detection.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Automatic zipper tape defect detection using two-stage multi-scale convolutional networks.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Unsupervised Image Deraining: Optimization Model Driven Deep CNN.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Skeleton-Aware Network for Aircraft Landmark Detection.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 11th International Conference, 2021

A Real-time Anti-distractor Infrared UAV Tracker with Channel Feature Refinement Module.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Two-Stage Convolutional Neural Network for Medical Noise Removal via Image Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

Toward Universal Stripe Removal via Wavelet-Based Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Weighted Low-Rank Tensor Recovery for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Blind Denoising Network for Noisy Image Deblurring.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

HSI-DeNet: Hyperspectral Image Restoration via Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

A Coarse-to-Fine Method for Infrared Small Target Detection.

[BibT_eX]

[DOI]

Shoukui Yao

Yi Chang

Xiaojuan Qin

IEEE Geosci. Remote. Sens. Lett., 2019

Infrared Aerothermal Nonuniform Correction via Deep Multiscale Residual Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Directional-Aware Automatic Defect Detection in High-Speed Railway Catenary System.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Principal component dictionary-based patch grouping for image denoising.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

Rain Streak Removal for Single Image via Kernel Guided CNN.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2017

Iteratively Reweighted Blind Deconvolution With Adaptive Regularization Parameter Estimation.

[BibT_eX]

[DOI]

IEEE Access, 2017

Joint local and non-local priors for ground-based astronomical image denoising.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hyperspectral image denoising via spectral and spatial low-rank approximation.

[BibT_eX]

[DOI]

Yi Chang

Luxin Yan

Sheng Zhong

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Transformed Low-Rank Model for Line Pattern Noise Removal.

[BibT_eX]

[DOI]

Yi Chang

Luxin Yan

Sheng Zhong

Proceedings of the IEEE International Conference on Computer Vision, 2017

Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising.

[BibT_eX]

[DOI]

Yi Chang

Luxin Yan

Sheng Zhong

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Remote Sensing Image Stripe Noise Removal: From Image Decomposition Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

2015

Anisotropic Spectral-Spatial Total Variation Model for Multispectral Remote Sensing Image Destriping.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Destriping algorithm with L0 sparsity prior for remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

Simultaneous Destriping and Denoising for Remote Sensing Images With Unidirectional Total Variation and Sparse Representation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

2013

Spectral Deconvolution and Feature Extraction With Robust Adaptive Tikhonov Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2013

Joint blind deblurring and destriping for remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Yi Chang

Timeline

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