Hui Ji

112 papers A* 39B 2Misc 1Journal 60Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep intrinsic image decomposition via physics-aware neural networks.
Pattern Recognit.
Yan Huang, Kangjie Liu, Tengyue Chen, Yong Xu, Hui Ji
2025 A* conf
A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts.
CVPR
Xuyi He, Yuhui Quan, Ruotao Xu, Hui Ji
2025 J jnl
Dual-Path Deep Unsupervised Learning for Multi-Focus Image Fusion.
IEEE Trans. Multim.
Yuhui Quan, Xi Wan, Tianxiang Zheng, Yan Huang, Hui Ji
2025 A* conf
Fingerprinting Denoising Diffusion Probabilistic Models.
CVPR
Huan Teng, Yuhui Quan, Chengyu Wang, Jun Huang, Hui Ji
2025 J jnl
Image debanding using cross-scale invertible networks with banded deformable convolutions.
Neural Networks
Yuhui Quan, Xuyi He, Ruotao Xu, Yong Xu, Hui Ji
2025 J jnl
Image shadow removal via multi-scale deep Retinex decomposition.
Pattern Recognit.
Yan Huang, Xinchang Lu, Yuhui Quan, Yong Xu, Hui Ji
2025 J jnl
Model Extraction for Image Denoising Networks.
IEEE Trans. Inf. Forensics Secur.
Huan Teng, Yuhui Quan, Yong Xu, Jun Huang, Hui Ji
2025 A* conf
Multi-Focus Image Fusion via Explicit Defocus Blur Modelling.
AAAI
Yuhui Quan, Xi Wan, Zitao Tang, Jinxiu Liang, Hui Ji
2025 J jnl
Reinforced Diffusion: Learning to Push the Limits of Anisotropic Diffusion for Image Denoising.
CoRR
Xinran Qin, Yuhui Quan, Ruotao Xu, Hui Ji
2025 J jnl
Robust Unsupervised Deep Learning for Nonblind Image Deconvolution With Inaccurate Kernels.
IEEE Trans. Neural Networks Learn. Syst.
Xinran Qin, Yuhui Quan, Zhuojie Chen, Hui Ji
2025 A* conf
Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling.
CVPR
Yuhui Quan, Tianxiang Zheng, Zhiyuan Ma, Hui Ji
2024 A* conf
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation.
NeurIPS
Tianjing Zhang, Yuhui Quan, Hui Ji
2024 J jnl
Deep Single Image Defocus Deblurring via Gaussian Kernel Mixture Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuhui Quan, Zicong Wu, Ruotao Xu, Hui Ji
2024 J jnl
Enhanced deep unrolling networks for snapshot compressive hyperspectral imaging.
Neural Networks
Xinran Qin, Yuhui Quan, Hui Ji
2024 A* conf
Enhancing Underwater Images via Asymmetric Multi-Scale Invertible Networks.
ACM Multimedia
Yuhui Quan, Xiaoheng Tan, Yan Huang, Yong Xu, Hui Ji
2024 A* conf
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising.
NeurIPS
Yuhui Quan, Tianxiang Zheng, Hui Ji
2024 J jnl
Siamese Cooperative Learning for Unsupervised Image Reconstruction From Incomplete Measurements.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuhui Quan, Xinran Qin, Tongyao Pang, Hui Ji
2024 — conf
Test-Time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers.
ECCV (37)
Yutian Zhao, Tianjing Zhang, Hui Ji
2024 J jnl
Text-Guided Portrait Image Matting.
IEEE Trans. Artif. Intell.
Yong Xu, Xin Yao, Baoling Liu, Yuhui Quan, Hui Ji
2024 A* conf
Unsupervised Deep Unrolling Networks for Phase Unwrapping.
CVPR
Zhile Chen, Yuhui Quan, Hui Ji
2023 A* conf
Fingerprinting Deep Image Restoration Models.
ICCV
Yuhui Quan, Huan Teng, Ruotao Xu, Jun Huang, Hui Ji
2023 A* conf
Ground-Truth Free Meta-Learning for Deep Compressive Sampling.
CVPR
Xinran Qin, Yuhui Quan, Tongyao Pang, Hui Ji
2023 J jnl
Image Desnowing via Deep Invertible Separation.
IEEE Trans. Circuits Syst. Video Technol.
Yuhui Quan, Xiaoheng Tan, Yan Huang, Yong Xu, Hui Ji
2023 A* conf
Neumann Network with Recursive Kernels for Single Image Defocus Deblurring.
CVPR
Yuhui Quan, Zicong Wu, Hui Ji
2023 J jnl
Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning.
IEEE Trans. Circuits Syst. Video Technol.
Mingqin Chen, Yuhui Quan, Yong Xu, Hui Ji
2023 J jnl
Self-Supervised Deep Learning for Image Reconstruction: A Langevin Monte Carlo Approach.
SIAM J. Imaging Sci.
Ji Li, Weixi Wang, Hui Ji
2023 A* conf
Single Image Defocus Deblurring via Implicit Neural Inverse Kernels.
ICCV
Yuhui Quan, Xin Yao, Hui Ji
2023 A* conf
Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation.
AAAI
Yuhui Quan, Zhile Chen, Tongyao Pang, Hui Ji
2022 J jnl
$L_1$-Norm Regularization for Short-and-Sparse Blind Deconvolution: Point Source Separability and Region Selection.
SIAM J. Imaging Sci.
Weixi Wang, Ji Li, Hui Ji
2022 J jnl
Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction.
CoRR
Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang
2022 Misc conf
Deep Scale-Aware Image Smoothing.
ICASSP
Jiachun Li, Kunkun Qin, Ruotao Xu, Hui Ji
2022 — conf
Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging.
ECCV (30)
Yuhui Quan, Xinran Qin, Tongyao Pang, Hui Ji
2022 — conf
Learning Deep Non-blind Image Deconvolution Without Ground Truths.
ECCV (6)
Yuhui Quan, Zhuojie Chen, Huan Zheng, Hui Ji
2022 J jnl
Nonblind Image Deblurring via Deep Learning in Complex Field.
IEEE Trans. Neural Networks Learn. Syst.
Yuhui Quan, Peikang Lin, Yong Xu, Yuesong Nan, Hui Ji
2022 J jnl
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network.
Int. J. Comput. Vis.
Mingqin Chen, Yuhui Quan, Tongyao Pang, Hui Ji
2022 J jnl
Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors.
IEEE Trans. Circuits Syst. Video Technol.
Jinxiu Liang, Yong Xu, Yuhui Quan, Boxin Shi, Hui Ji
2022 J jnl
Unsupervised Deep Background Matting Using Deep Matte Prior.
IEEE Trans. Circuits Syst. Video Technol.
Yong Xu, Baoling Liu, Yuhui Quan, Hui Ji
2022 J jnl
Unsupervised Phase Retrieval Using Deep Approximate MMSE Estimation.
IEEE Trans. Signal Process.
Mingqin Chen, Peikang Lin, Yuhui Quan, Tongyao Pang, Hui Ji
2021 J jnl
Attentive deep network for blind motion deblurring on dynamic scenes.
Comput. Vis. Image Underst.
Yong Xu, Ye Zhu, Yuhui Quan, Hui Ji
2021 J jnl
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction.
IEEE Trans. Computational Imaging
Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji
2021 A* conf
Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity.
CVPR
Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji
2021 J jnl
Fast vertex-based graph convolutional neural network and its application to brain images.
Neurocomputing
Chaoqiang Liu, Hui Ji, Anqi Qiu
2021 A* conf
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring.
NeurIPS
Yuhui Quan, Zicong Wu, Hui Ji
2021 J jnl
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring.
CoRR
Yuhui Quan, Zicong Wu, Hui Ji
2021 J jnl
Image denoising using complex-valued deep CNN.
Pattern Recognit.
Yuhui Quan, Yixin Chen, Yizhen Shao, Huan Teng, Yong Xu, Hui Ji
2021 — conf
Learnable Multi-scale Fourier Interpolation for Sparse View CT Image Reconstruction.
MICCAI (6)
Qiaoqiao Ding, Hui Ji, Hao Gao, Xiaoqun Zhang
2021 A* conf
Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising.
CVPR
Tongyao Pang, Huan Zheng, Yuhui Quan, Hui Ji
2021 J jnl
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction.
Medical Image Anal.
Jiulong Liu, Angelica I. Avilés-Rivero, Hui Ji, Carola-Bibiane Schönlieb
2021 J jnl
Watermarking Deep Neural Networks in Image Processing.
IEEE Trans. Neural Networks Learn. Syst.
Yuhui Quan, Huan Teng, Yixin Chen, Hui Ji
2020 J jnl
AHP-Net: adaptive-hyper-parameter deep learning based image reconstruction method for multilevel low-dose CT.
CoRR
Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji
2020 J jnl
Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence.
SIAM J. Imaging Sci.
Ruotao Xu, Yong Xu, Yuhui Quan, Hui Ji
2020 J jnl
Collaborative Deep Learning for Super-Resolving Blurry Text Images.
IEEE Trans. Computational Imaging
Yuhui Quan, Jieting Yang, Yixin Chen, Yong Xu, Hui Ji
2020 J jnl
Deep Bilateral Retinex for Low-Light Image Enhancement.
CoRR
Jinxiu Liang, Yong Xu, Yuhui Quan, Jingwen Wang, Haibin Ling, Hui Ji
2020 A* conf
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution.
CVPR
Yuesong Nan, Hui Ji
2020 J jnl
Image Denoising via Sequential Ensemble Learning.
IEEE Trans. Image Process.
Xuhui Yang, Yong Xu, Yuhui Quan, Hui Ji
2020 J jnl
Multiscale Discrete Framelet Transform for Graph-Structured Signals.
Multiscale Model. Simul.
Hui Ji, Zuowei Shen, Yufei Zhao
2020 J jnl
Removing Reflection From a Single Image With Ghosting Effect.
IEEE Trans. Computational Imaging
Yan Huang, Yuhui Quan, Yong Xu, Ruotao Xu, Hui Ji
2020 — conf
Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing.
ECCV (11)
Tongyao Pang, Yuhui Quan, Hui Ji
2020 A* conf
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image.
CVPR
Yuhui Quan, Mingqin Chen, Tongyao Pang, Hui Ji
2020 A* conf
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring.
CVPR
Yuesong Nan, Yuhui Quan, Hui Ji
2019 A* conf
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring.
CVPR
Liuge Yang, Hui Ji
2019 J jnl
Attention with structure regularization for action recognition.
Comput. Vis. Image Underst.
Yuhui Quan, Yixin Chen, Ruotao Xu, Hui Ji
2019 J jnl
Barzilai-Borwein-based adaptive learning rate for deep learning.
Pattern Recognit. Lett.
Jinxiu Liang, Yong Xu, Chenglong Bao, Yuhui Quan, Hui Ji
2019 J jnl
Convolutional Neural Network on Semi-Regular Triangulated Meshes and its Application to Brain Image Data.
CoRR
Chaoqiang Liu, Hui Ji, Anqi Qiu
2019 A* conf
Deep Learning for Seeing Through Window With Raindrops.
ICCV
Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji
2019 J jnl
Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction.
CoRR
Jiulong Liu, Angelica I. Avilés-Rivero, Hui Ji, Carola-Bibiane Schönlieb
2018 J jnl
Coherence Retrieval Using Trace Regularization.
SIAM J. Imaging Sci.
Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen, Zhengyun Zhang
2018 J jnl
Digital Gabor filters with MRA structure.
Multiscale Model. Simul.
Hui Ji, Zuowei Shen, Yufei Zhao
2017 A* conf
Estimating Defocus Blur via Rank of Local Patches.
ICCV
Guodong Xu, Yuhui Quan, Hui Ji
2016 J jnl
An Augmented Lagrangian Method for ℓ
SIAM J. Sci. Comput.
Weiqiang Chen, Hui Ji, Yanfei You
2016 J jnl
Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen
2016 J jnl
Dual Gramian analysis: Duality principle and unitary extension principle.
Math. Comput.
Zhitao Fan, Hui Ji, Zuowei Shen
2016 A* conf
Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis.
CVPR
Yuhui Quan, Chenglong Bao, Hui Ji
2016 A* conf
Sparse Coding for Classification via Discrimination Ensemble.
CVPR
Yuhui Quan, Yong Xu, Yuping Sun, Yan Huang, Hui Ji
2015 J jnl
Classifying dynamic textures via spatiotemporal fractal analysis.
Pattern Recognit.
Yong Xu, Yuhui Quan, Zhuming Zhang, Haibin Ling, Hui Ji
2015 J jnl
Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery.
J. Sci. Comput.
Yuhui Quan, Hui Ji, Zuowei Shen
2015 A* conf
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning.
ICCV
Yuhui Quan, Yan Huang, Hui Ji
2015 A* conf
Removing Rain from a Single Image via Discriminative Sparse Coding.
ICCV
Yu Luo, Yong Xu, Hui Ji
2014 — conf
A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding.
ECCV (6)
Chenglong Bao, Yuhui Quan, Hui Ji
2014 A* conf
L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence.
CVPR
Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen
2014 J jnl
Wavelet Frame Based Algorithm for 3D Reconstruction in Electron Microscopy.
SIAM J. Sci. Comput.
Ming Li, Zhitao Fan, Hui Ji, Zuowei Shen
2013 A* conf
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration.
ICCV
Chenglong Bao, Jian-Feng Cai, Hui Ji
2013 J jnl
Recovering Over-/Underexposed Regions in Photographs.
SIAM J. Imaging Sci.
Likun Hou, Hui Ji, Zuowei Shen
2013 J jnl
Wavelet Domain Multifractal Analysis for Static and Dynamic Texture Classification.
IEEE Trans. Image Process.
Hui Ji, Xiong Yang, Haibin Ling, Yong Xu
2012 A* conf
A two-stage approach to blind spatially-varying motion deblurring.
CVPR
Hui Ji, Kang Wang
2012 A* conf
Contour-based recognition.
CVPR
Yong Xu, Yuhui Quan, Zhuming Zhang, Hui Ji, Cornelia Fermüller, Morimichi Nishigaki, Daniel DeMenthon
2012 J jnl
Framelet-Based Blind Motion Deblurring From a Single Image.
IEEE Trans. Image Process.
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2012 A* conf
Real time robust L1 tracker using accelerated proximal gradient approach.
CVPR
Chenglong Bao, Yi Wu, Haibin Ling, Hui Ji
2012 J jnl
Robust Image Deblurring With an Inaccurate Blur Kernel.
IEEE Trans. Image Process.
Hui Ji, Kang Wang
2012 J jnl
Scale-space texture description on SIFT-like textons.
Comput. Vis. Image Underst.
Yong Xu, Si-Bin Huang, Hui Ji, Cornelia Fermüller
2011 A* conf
Dynamic texture classification using dynamic fractal analysis.
ICCV
Yong Xu, Yuhui Quan, Haibin Ling, Hui Ji
2011 J jnl
Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation.
SIAM J. Imaging Sci.
Hui Ji, Si-Bin Huang, Zuowei Shen, Yuhong Xu
2010 A* conf
A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid.
CVPR
Yong Xu, Xiong Yang, Haibin Ling, Hui Ji
2010 A* conf
Learning shift-invariant sparse representation of actions.
CVPR
Yi Li, Cornelia Fermüller, Yiannis Aloimonos, Hui Ji
2010 A* conf
Robust video denoising using low rank matrix completion.
CVPR
Hui Ji, Chaoqiang Liu, Zuowei Shen, Yuhong Xu
2010 J jnl
Wavelet frame based scene reconstruction from range data.
J. Comput. Phys.
Hui Ji, Zuowei Shen, Yuhong Xu
2009 A* conf
Blind motion deblurring from a single image using sparse approximation.
CVPR
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2009 J jnl
Blind motion deblurring using multiple images.
J. Comput. Phys.
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2009 A* conf
Combining powerful local and global statistics for texture description.
CVPR
Yong Xu, Si-Bin Huang, Hui Ji, Cornelia Fermüller
2009 A* conf
High-quality curvelet-based motion deblurring from an image pair.
CVPR
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
2009 B conf
Integrating local feature and global statistics for texture analysis.
ICIP
Yong Xu, Si-Bin Huang, Hui Ji
2009 J jnl
Robust Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell.
Hui Ji, Cornelia Fermüller
2009 J jnl
Viewpoint Invariant Texture Description Using Fractal Analysis.
Int. J. Comput. Vis.
Yong Xu, Hui Ji, Cornelia Fermüller
2009 B conf
Wavelet Leader multifractal analysis for texture classification.
ICIP
Herwig Wendt, Patrice Abry, Stéphane Jaffard, Hui Ji, Zuowei Shen
2008 A* conf
Motion blur identification from image gradients.
CVPR
Hui Ji, Chaoqiang Liu
2007 J jnl
Better Flow Estimation from Color Images.
EURASIP J. Adv. Signal Process.
Hui Ji, Cornelia Fermüller
2006 J jnl
A 3D Shape Constraint on Video.
IEEE Trans. Pattern Anal. Mach. Intell.
Hui Ji, Cornelia Fermüller
2006 — conf
A Projective Invariant for Textures.
CVPR (2)
Yong Xu, Hui Ji, Cornelia Fermüller
2006 — conf
Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm.
ECCV (4)
Hui Ji, Cornelia Fermüller
2005 — conf
Integration of Motion Fields through Shape.
CVPR (2)
Hui Ji, Cornelia Fermüller
2004 — conf
Bias in Shape Estimation.
ECCV (3)
Hui Ji, Cornelia Fermüller
1999 J jnl
Compactly supported (bi)orthogonal wavelets generated by interpolatory refinable functions.
Adv. Comput. Math.
Hui Ji, Zuowei Shen