Ji, Hui

47 publications

CVPR 2025 A Universal Scale-Adaptive Deformable Transformer for Image Restoration Across Diverse Artifacts Xuyi He, Yuhui Quan, Ruotao Xu, Hui Ji

CVPR 2025 Fingerprinting Denoising Diffusion Probabilistic Models Huan Teng, Yuhui Quan, Chengyu Wang, Jun Huang, Hui Ji

AAAI 2025 Multi-Focus Image Fusion via Explicit Defocus Blur Modelling Yuhui Quan, Xi Wan, Zitao Tang, Jinxiu Liang, Hui Ji

ICCV 2025 Robust Unfolding Network for HDR Imaging with Modulo Cameras Zhile Chen, Hui Ji

NeurIPS 2025 Zero-Shot Blind-Spot Image Denoising via Cross-Scale Non-Local Pixel Refilling Qilong Guo, Tianjing Zhang, Zhiyuan Ma, Hui Ji

CVPR 2025 Zero-Shot Blind-Spot Image Denoising via Implicit Neural Sampling Yuhui Quan, Tianxiang Zheng, Zhiyuan Ma, Hui Ji

NeurIPS 2024 Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation Tianjing Zhang, Yuhui Quan, Hui Ji

NeurIPS 2024 Pseudo-Siamese Blind-Spot Transformers for Self-Supervised Real-World Denoising Yuhui Quan, Tianxiang Zheng, Hui Ji

ECCV 2024 Test-Time Model Adaptation for Image Reconstruction Using Self-Supervised Adaptive Layers Yutian Zhao, Tianjing Zhang, Hui Ji

CVPR 2024 Unsupervised Deep Unrolling Networks for Phase Unwrapping Zhile Chen, Yuhui Quan, Hui Ji

ICCV 2023 Fingerprinting Deep Image Restoration Models Yuhui Quan, Huan Teng, Ruotao Xu, Jun Huang, Hui Ji

CVPR 2023 Ground-Truth Free Meta-Learning for Deep Compressive Sampling Xinran Qin, Yuhui Quan, Tongyao Pang, Hui Ji

CVPR 2023 Neumann Network with Recursive Kernels for Single Image Defocus Deblurring Yuhui Quan, Zicong Wu, Hui Ji

CVPR 2023 Self-Supervised Blind Motion Deblurring with Deep Expectation Maximization Ji Li, Weixi Wang, Yuesong Nan, Hui Ji

ICCV 2023 Single Image Defocus Deblurring via Implicit Neural Inverse Kernels Yuhui Quan, Xin Yao, Hui Ji

AAAI 2023 Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation Yuhui Quan, Zhile Chen, Tongyao Pang, Hui Ji

AAAI 2023 Unsupervised Deep Video Denoising with Untrained Network Huan Zheng, Tongyao Pang, Hui Ji

ECCV 2022 Dual-Domain Self-Supervised Learning and Model Adaption for Deep Compressive Imaging Yuhui Quan, Xinran Qin, Tongyao Pang, Hui Ji

ECCV 2022 Learning Deep Non-Blind Image Deconvolution Without Ground Truths Yuhui Quan, Zhuojie Chen, Huan Zheng, Hui Ji

CVPR 2022 Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics Weixi Wang, Ji Li, Hui Ji

CVPR 2021 Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji

NeurIPS 2021 Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan, Zicong Wu, Hui Ji

CVPR 2021 Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising Tongyao Pang, Huan Zheng, Yuhui Quan, Hui Ji

ECCV 2020 Self-Supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing Tongyao Pang, Yuhui Quan, Hui Ji

ICCV 2017 Estimating Defocus Blur via Rank of Local Patches Guodong Xu, Yuhui Quan, Hui Ji

CVPR 2016 Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis Yuhui Quan, Chenglong Bao, Hui Ji

CVPR 2016 Sparse Coding for Classification via Discrimination Ensemble Yuhui Quan, Yong Xu, Yuping Sun, Yan Huang, Hui Ji

ICCV 2015 Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning Yuhui Quan, Yan Huang, Hui Ji

ICCV 2015 Removing Rain from a Single Image via Discriminative Sparse Coding Yu Luo, Yong Xu, Hui Ji

ECCV 2014 A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding Chenglong Bao, Yuhui Quan, Hui Ji

CVPR 2014 L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen

ICCV 2013 Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration Chenglong Bao, Jian-Feng Cai, Hui Ji

CVPR 2012 A Two-Stage Approach to Blind Spatially-Varying Motion Deblurring Hui Ji, Kang Wang

CVPR 2012 Contour-Based Recognition Yong Xu, Yuhui Quan, Zhuming Zhang, Hui Ji, Cornelia Fermüller, Morimichi Nishigaki, Daniel DeMenthon

CVPR 2012 Real Time Robust L1 Tracker Using Accelerated Proximal Gradient Approach Chenglong Bao, Yi Wu, Haibin Ling, Hui Ji

ICCV 2011 Dynamic Texture Classification Using Dynamic Fractal Analysis Yong Xu, Yuhui Quan, Haibin Ling, Hui Ji

CVPR 2010 A New Texture Descriptor Using Multifractal Analysis in Multi-Orientation Wavelet Pyramid Yong Xu, Xiong Yang, Haibin Ling, Hui Ji

CVPR 2010 Learning Shift-Invariant Sparse Representation of Actions Yi Li, Cornelia Fermüller, Yiannis Aloimonos, Hui Ji

CVPR 2010 Robust Video Denoising Using Low Rank Matrix Completion Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu

CVPR 2009 Blind Motion Deblurring from a Single Image Using Sparse Approximation Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen

CVPR 2009 Combining Powerful Local and Global Statistics for Texture Description Yong Xu, Si-Bin Huang, Hui Ji, Cornelia Fermüller

CVPR 2009 High-Quality Curvelet-Based Motion Deblurring from an Image Pair Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen

CVPR 2008 Motion Blur Identification from Image Gradients Hui Ji, Chaoqiang Liu

CVPR 2006 A Projective Invariant for Textures Yong Xu, Hui Ji, Cornelia Fermüller

ECCV 2006 Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm Hui Ji, Cornelia Fermüller

CVPR 2005 Integration of Motion Fields Through Shape Hui Ji, Cornelia Fermüller

ECCV 2004 Bias in Shape Estimation Hui Ji, Cornelia Fermüller