Hui Ji · National University of Singapore

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Academic lineage

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Students and postdocs11

Yang Xi
PhD student · until 2025 · National University of Singapore
From a thesis record ↗
Zheng Huan
PhD student · until 2023 · National University of Singapore
From a thesis record ↗
Wang Weixi
PhD student · until 2022 · National University of Singapore
From a thesis record ↗
Nan Yuesong
PhD student · until 2020 · National University of Singapore
From a thesis record ↗
Yang Ziyi
PhD student · until 2020 · National University of Singapore
From a thesis record ↗
Yang Liuge
PhD student · until 2020 · National University of Singapore
From a thesis record ↗
Pang Tongyao
PhD student · until 2019 · National University of Singapore
From a thesis record ↗
Xu Guodong
PhD student · until 2018 · National University of Singapore
From a thesis record ↗

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Zhao Yufei
PhD student · until 2016 · National University of Singapore
From a thesis record ↗
Bao Chenglong
PhD student · until 2014 · National University of Singapore
From a thesis record ↗
Wang Kang
PhD student · until 2013 · National University of Singapore
From a thesis record ↗

Works200 from public data

TitleCited by

Real time robust L1 tracker using accelerated proximal gradient approach
Chenglong Bao, Yi Wu, Hai-Bin Ling, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2012
950
Removing Rain from a Single Image via Discriminative Sparse Coding
Yu Luo, Yong Xu, Hui Ji
IEEE International Conference on Computer Vision (ICCV) · 2015
877
Robust video denoising using low rank matrix completion
Hui Ji, Chaoqiang Liu, Zuo-Wei Shen, Yuhong Xu
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2010
534
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image
Yuhui Quan, Mingqin Chen, T. Pang, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2020
471
Blind motion deblurring from a single image using sparse approximation
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuo-Wei Shen
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2009
328
Viewpoint Invariant Texture Description Using Fractal Analysis
Yong Xu, Hui Ji, Cornelia Fermüller
International Journal of Computer Vision · 2009
318
Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising
T. Pang, Huan Zheng, Yuhui Quan, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2021
270
Data-driven tight frame construction and image denoising
Jian-Feng Cai, Hui Ji, Zuo-Wei Shen, Gui-Bo Ye
Applied and Computational Harmonic Analysis · 2013
264
Framelet-Based Blind Motion Deblurring From a Single Image
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuo-Wei Shen
IEEE Transactions on Image Processing · 2011
254
Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation
Hui Ji, Si-Bin Huang, Zuo-Wei Shen, Yuhong Xu
SIAM Journal on Imaging Sciences · 2011
207
Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis
Chenglong Bao, Hui Ji, Yuhui Quan, Zuo-Wei Shen
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015
189
Image denoising using complex-valued deep CNN
Yuhui Quan, Yixin Chen, Yizhen Shao, Huan Teng, Yong Xu, Hui Ji
Pattern Recognition · 2020
182
Deep Learning for Seeing Through Window With Raindrops
Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji
IEEE/CVF International Conference on Computer Vision (ICCV) · 2019
167
A new texture descriptor using multifractal analysis in multi-orientation wavelet pyramid
Yong Xu, Xiong Yang, Hai-Bin Ling, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2010
158
Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations
NeuroImage Clinical · 2019
148
Wavelet frame based blind image inpainting
Bin Dong, Hui Ji, Jia Li, Zuo-Wei Shen, Yuhong Xu
Applied and Computational Harmonic Analysis · 2011
148
Wavelet Domain Multifractal Analysis for Static and Dynamic Texture Classification
Hui Ji, Xiong Yang, Hai-Bin Ling, Yong Xu
IEEE Transactions on Image Processing · 2012
141
Motion blur identification from image gradients
Hui Ji, Chaoqiang Liu
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2008
137
Blind motion deblurring using multiple images
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuo-Wei Shen
Journal of Computational Physics · 2009
135
Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm
Hui Ji, Cornelia Fermüller
Lecture notes in computer science · 2006
134
Robust Wavelet-Based Super-Resolution Reconstruction: Theory and Algorithm
Hui Ji, C. Fermuller
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009
125
Dynamic texture classification using dynamic fractal analysis
Yong Xu, Yuhui Quan, Hai-Bin Ling, Hui Ji
International Conference on Computer Vision · 2011
120
Scale-space texture description on SIFT-like textons
Yong Xu, Si-Bin Huang, Hui Ji, Cornelia Fermüller
Computer Vision and Image Understanding · 2012
112
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration
Chenglong Bao, Jian-Feng Cai, Hui Ji
IEEE International Conference on Computer Vision (ICCV) · 2013
98
L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence
Chenglong Bao, Hui Ji, Yuhui Quan, Zuo-Wei Shen
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2014
94
A Projective Invariant for Textures
Yong Xu, Hui Ji, Cornelia Fermüller
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2006
91
Robust Image Deblurring With an Inaccurate Blur Kernel
Hui Ji, Kang Wang
IEEE Transactions on Image Processing · 2011
86
Watermarking Deep Neural Networks in Image Processing
Yuhui Quan, Huan Teng, Yixin Chen, Hui Ji
IEEE Transactions on Neural Networks and Learning Systems · 2020
84
Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors
Jin-Xiu Liang, Yong Xu, Yuhui Quan, Bo-Xin Shi, Hui Ji
IEEE Transactions on Circuits and Systems for Video Technology · 2022
82
Multivariate Compactly Supported Fundamental Refinable Functions, Duals, and Biorthogonal Wavelets
Hui Ji, Sherman D. Riemenschneider, Zuo-Wei Shen
Studies in Applied Mathematics · 1999
81
A two-stage approach to blind spatially-varying motion deblurring
Hui Ji, Kang Wang
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2012
78
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning
Yuhui Quan, Yan Huang, Hui Ji
IEEE International Conference on Computer Vision (ICCV) · 2015
76
AirNet: Fused analytical and iterative reconstruction with deep neural network regularization for sparse‐data CT
Gao-Yu Chen, X. Hong, Qiaoqiao Ding, Yi Zhang, Hu Chen, S. Fu, Yunsong Zhao, Xiao-Qun Zhang, +4 more
Medical Physics · 2020
69
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution
Yuesong Nan, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2020
68
Estimating Defocus Blur via Rank of Local Patches
Guodong Xu, Yuhui Quan, Hui Ji
IEEE International Conference on Computer Vision (ICCV) · 2017
63
Synergistic effect of hydrodynamic cavitation and plasma oxidation for the degradation of Rhodamine B dye wastewater
Song-Lin Nie, Tingting Qin, Hui Ji, Shuang Nie, Z. Dai
Journal of Water Process Engineering · 2022
61
Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery
Yuhui Quan, Hui Ji, Zuo-Wei Shen
Journal of Scientific Computing · 2014
59
Wavelet Leader multifractal analysis for texture classification
H. Wendt, P. Abry, S. Jaffard, Hui Ji, Zuo-Wei Shen
Proceedings - International Conference on Image Processing · 2009
59
Image Denoising via Sequential Ensemble Learning
Xuhui Yang, Yong Xu, Yuhui Quan, Hui Ji
IEEE Transactions on Image Processing · 2020
57
Image Desnowing via Deep Invertible Separation
Yuhui Quan, Xiao-Heng Tan, Yan Huang, Yong Xu, Hui Ji
IEEE Transactions on Circuits and Systems for Video Technology · 2023
55
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring
Yuesong Nan, Yuhui Quan, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2020
53
Sparse Coding for Classification via Discrimination Ensemble
Yuhui Quan, Yong Xu, Yuping Sun, Yan Huang, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2016
53
An Augmented Lagrangian Method for $\ell_{1}$-Regularized Optimization Problems with Orthogonality Constraints
Weiqiang Chen, Hui Ji, Yanfei You
SIAM Journal on Scientific Computing · 2016
53
Classifying dynamic textures via spatiotemporal fractal analysis
Yong Xu, Yuhui Quan, Zhuming Zhang, Hai-Bin Ling, Hui Ji
Pattern Recognition · 2015
53
Learning shift-invariant sparse representation of actions
Yi Li, Cornelia Fermüller, Y. Aloimonos, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2010
52
Low-dose CT with deep learning regularization via proximal forward–backward splitting
Qiaoqiao Ding, Gao-Yu Chen, Xiao-Qun Zhang, Qiu Huang, Hui Ji, Hao Gao
Physics in Medicine and Biology · 2020
51
Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity
Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2021
49
Compactly supported (bi)orthogonal wavelets generated by interpolatory refinable functions
Hui Ji, Zuo-Wei Shen
Advances in Computational Mathematics · 1999
48
Neumann Network with Recursive Kernels for Single Image Defocus Deblurring
Yuhui Quan, Zicong Wu, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
47
Optimal design of hybrid accelerated test based on the Inverse Gaussian process model
Zhonghai Ma, H. Liao, Hui Ji, Shaoping Wang, Fanglong Yin, Song-Lin Nie
Reliability Engineering & System Safety · 2021
45
Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis
Yuhui Quan, Chenglong Bao, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2016
43
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring
Liu-Ge Yang, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2019
42
Combining powerful local and global statistics for texture description
Yong Xu, Si-Bin Huang, Hui Ji, Cornelia Fermuller
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2009
42
High-quality curvelet-based motion deblurring from an image pair
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuo-Wei Shen
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2009
42
Nonblind Image Deblurring via Deep Learning in Complex Field
Yuhui Quan, Peikang Lin, Yong Xu, Yuesong Nan, Hui Ji
IEEE Transactions on Neural Networks and Learning Systems · 2021
40
Convergence analysis for iterative data-driven tight frame construction scheme
Chenglong Bao, Hui Ji, Zuo-Wei Shen
Applied and Computational Harmonic Analysis · 2014
40
Image deconvolution using a characterization of sharp images in wavelet domain
Hui Ji, Jia Li, Zuo-Wei Shen, Kang Wang
Applied and Computational Harmonic Analysis · 2011
39
Advancements in clinical research and emerging therapies for triple-negative breast cancer treatment
Li-Li Xu, Peng-Tao Xu, Jingsong Wang, Hui Ji, Lin Zhang, Zhihua Tang
European Journal of Pharmacology · 2024
36
Single Image Defocus Deblurring via Implicit Neural Inverse Kernels
Yuhui Quan, Xin Yao, Hui Ji
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
35
Accuracy comparison of marine gravity derived from HY-2A/GM and CryoSat-2 altimetry data: a case study in the Gulf of Mexico
Geophysical Journal International · 2022
34
Barzilai–Borwein-based adaptive learning rate for deep learning
Jin-Xiu Liang, Yong Xu, Chenglong Bao, Yuhui Quan, Hui Ji
Pattern Recognition Letters · 2019
33
Dual Gramian analysis: Duality principle and unitary extension principle
Z. Fan, Hui Ji, Zuo-Wei Shen
Mathematics of Computation · 2015
33
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction
Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji
IEEE Transactions on Computational Imaging · 2021
32
Development of PLGA-PEG-PLGA Hydrogel Delivery System for Enhanced Immunoreaction and Efficacy of Newcastle Disease Virus DNA Vaccine
Ying Gao, Hui Ji, Lin Peng, Xiu-Ge Gao, Shan-Xiang Jiang
Molecules · 2020
32
Illusory motion due to causal time filtering
Cornelia Fermüller, Hui Ji, A. Kitaoka
Vision Research · 2009
32
Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing
T. Pang, Yuhui Quan, Hui Ji
Lecture notes in computer science · 2020
31
A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding
Chenglong Bao, Yuhui Quan, Hui Ji
Lecture notes in computer science · 2014
31
On Deflections of Vertical Determined From HY-2A/GM Altimetry Data in the Bay of Bengal
Hui Ji, Jin-Yun Guo, Cheng-Cheng Zhu, Jia-Jia Yuan, Xin Liu, Guo-Wei Li
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2021
30
Attentive deep network for blind motion deblurring on dynamic scenes
Yong Xu, Ye Zhu, Yuhui Quan, Hui Ji
Computer Vision and Image Understanding · 2021
29
Strategies to improve the energy efficiency of hydraulic power unit with flywheel energy storage system
Xiaopeng Yan, Song-Lin Nie, Bai-Jin Chen, Fanglong Yin, Hui Ji, Zhonghai Ma
Journal of Energy Storage · 2023
28
Image shadow removal via multi-scale deep Retinex decomposition
Yan Huang, Xinchang Lu, Yuhui Quan, Yong Xu, Hui Ji
Pattern Recognition · 2024
27
Collaborative Deep Learning for Super-Resolving Blurry Text Images
Yuhui Quan, Jieting Yang, Yixin Chen, Yong Xu, Hui Ji
IEEE Transactions on Computational Imaging · 2020
27
Removing Reflection From a Single Image With Ghosting Effect
Yan Huang, Yuhui Quan, Yong Xu, Ruotao Xu, Hui Ji
IEEE Transactions on Computational Imaging · 2019
27
Wavelet Frame Based Algorithm for 3D Reconstruction in Electron Microscopy
Ming Li, Z. Fan, Hui Ji, Zuo-Wei Shen
SIAM Journal on Scientific Computing · 2014
27
Cerebellar Functional Parcellation Using Sparse Dictionary Learning Clustering
Changqing Wang, J. Kipping, Chenglong Bao, Hui Ji, A. Qiu
Frontiers in Neuroscience · 2016
26
Contour-based recognition
Yong Xu, Yuhui Quan, Zhuming Zhang, Hui Ji, Cornelia Fermüller, Morimichi Nishigaki, D. DeMenthon
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2012
25
Self-Supervised Blind Motion Deblurring with Deep Expectation Maximization
Ji Li, Weixi Wang, Yuesong Nan, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
24
Directional Frames for Image Recovery: Multi-scale Discrete Gabor Frames
Hui Ji, Zuo-Wei Shen, Yufei Zhao
Journal of Fourier Analysis and Applications · 2016
24
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring
arXiv · 2021
23
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction
Jiu-Long Liu, A. Avilés-Rivero, Hui Ji, C. Schönlieb
Medical Image Analysis · 2020
23
Recovering Over-/Underexposed Regions in Photographs
Likun Hou, Hui Ji, Zuo-Wei Shen
SIAM Journal on Imaging Sciences · 2013
23
Deep Single Image Defocus Deblurring via Gaussian Kernel Mixture Learning
Yuhui Quan, Zicong Wu, Ruotao Xu, Hui Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
22
Wavelet Based Restoration of Images with Missing or Damaged Pixels
Hui Ji, Zuo-Wei Shen, Yuhong Xu
East Asian Journal on Applied Mathematics · 2010
22
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
Workshop on Biomedical Natural Language Processing (BioNLP) · 2024
21
Image recovery via geometrically structured approximation
Hui Ji, Yu Luo, Zuo-Wei Shen
Applied and Computational Harmonic Analysis · 2015
21
Fabrication of fractal Ag mesh/FTO transparent electrodes/heaters with enhanced electrical conductivity based on mesh hierarchy and shape optimization
Li-Jing Huang, Meng Zhang, Zi-yan Wang, Shuai Zhao, Hui Ji, Bao-Jia Li
Optics & Laser Technology · 2023
20
Un-supervised learning for blind image deconvolution via Monte-Carlo sampling
Ji Li, Yuesong Nan, Hui Ji
Inverse Problems · 2022
20
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network
Mingqin Chen, Yuhui Quan, T. Pang, Hui Ji
International Journal of Computer Vision · 2022
20
Self-supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics
Weixi Wang, Ji Li, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2022
19
Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning
Mingqin Chen, Yuhui Quan, Yong Xu, Hui Ji
IEEE Transactions on Circuits and Systems for Video Technology · 2022
19
Unsupervised Deep Background Matting Using Deep Matte Prior
Yong Xu, Baoling Liu, Yuhui Quan, Hui Ji
IEEE Transactions on Circuits and Systems for Video Technology · 2021
19
Unsupervised Phase Retrieval Using Deep Approximate MMSE Estimation
Mingqin Chen, Peikang Lin, Yuhui Quan, T. Pang, Hui Ji
IEEE Transactions on Signal Processing · 2022
18
Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging
Yuhui Quan, Xinran Qin, T. Pang, Hui Ji
Lecture notes in computer science · 2022
18
Attention with structure regularization for action recognition
Yuhui Quan, Yixin Chen, Ruotao Xu, Hui Ji
Computer Vision and Image Understanding · 2019
18
Unsupervised Deep Video Denoising with Untrained Network
Huan Zheng, T. Pang, Hui Ji
Proceedings of the AAAI Conference on Artificial Intelligence · 2023
17
Wavelet frame based scene reconstruction from range data
Hui Ji, Zuo-Wei Shen, Yuhong Xu
Journal of Computational Physics · 2009
17
Compactly supported orthonormal complex wavelets with dilation 4 and symmetry
Bin Han, Hui Ji
Applied and Computational Harmonic Analysis · 2008
17
Enhanced deep unrolling networks for snapshot compressive hyperspectral imaging
Xinran Qin, Yuhui Quan, Hui Ji
Neural Networks · 2024
16
Ground-Truth Free Meta-Learning for Deep Compressive Sampling
Xinran Qin, Yuhui Quan, T. Pang, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2023
16
On performance of CryoSat-2 altimeter data in deriving marine gravity over the Bay of Bengal
Hui Ji, Xin Liu, Cheng-Cheng Zhu, Jia-Jia Yuan, Bing Ji, Jin-Yun Guo
Marine Geophysical Research · 2021
16
Deep Bilateral Retinex for Low-Light Image Enhancement
arXiv · 2020
16
Noise causes slant underestimation in stereo and motion
Hui Ji, Cornelia Fermüller
Vision Research · 2006
16
Learnable Multi-scale Fourier Interpolation for Sparse View CT Image Reconstruction
Qiaoqiao Ding, Hui Ji, Hao Gao, Xiao-Qun Zhang
Lecture notes in computer science · 2021
14
Learning Deep Non-blind Image Deconvolution Without Ground Truths
Yuhui Quan, Zhuojie Chen, Huan Zheng, Hui Ji
Lecture notes in computer science · 2022
13
EPR-RCGA-based modelling of compression index and RMSE-AIC-BIC-based model selection for Chinese marine clays and their engineering application
Ze-Xiang Wu, Hui Ji, Chuang Yu, Cheng Zhou
Journal of Zhejiang University. Science A · 2018
13
A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts
Xuyi He, Yuhui Quan, Ruotao Xu, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2025
12
Image super-resolution based on two-level residual learning CNN
Min Gao, Xian-Hua Han, Jing Li, Hui Ji, Hua-Xiang Zhang, Jian-De Sun
Multimedia Tools and Applications · 2018
12
Inpainting for compressed images
Jian-Feng Cai, Hui Ji, Fuchun Shang, Zuo-Wei Shen
Applied and Computational Harmonic Analysis · 2010
12
Unsupervised Deep Unrolling Networks for Phase Unwrapping
Zhile Chen, Yuhui Quan, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2024
11
Siamese Cooperative Learning for Unsupervised Image Reconstruction From Incomplete Measurements
Yuhui Quan, Xinran Qin, T. Pang, Hui Ji
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
11
Deep Scale-Aware Image Smoothing
Jiachun Li, Kun-Kun Qin, Ruotao Xu, Hui Ji
IEEE International Conference on Acoustics Speech and Signal Processing · 2022
11
Repurposing maduramicin as a novel anticancer and anti-metastasis agent for triple-negative breast cancer as enhanced by nanoemulsion
Xin-Hao Song, Yan Zhang, Ru-Nan Zuo, Jing-Jing Zhang, Mengjuan Lin, Junqi Wang, Shi-Heng Hu, Hui Ji, +5 more
International Journal of Pharmaceutics · 2022
11
A 3D shape constraint on video
Hui Ji, Cornelia Fermuller
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006
11
Phase unwrapping via fully exploiting global and local spatial dependencies
Yuhui Quan, Xin Yao, Zhi-Feng Chen, Hui Ji
Optics & Laser Technology · 2024
10
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation
Tianjing Zhang, Yuhui Quan, Hui Ji
neural information processing systems · 2024
10
Dual-Path Deep Unsupervised Learning for Multi-Focus Image Fusion
Yuhui Quan, Xi Wan, Tianxiang Zheng, Yan Huang, Hui Ji
IEEE Transactions on Multimedia · 2024
9
Optimized preparation and performances of semi-embedded periodic Ag grid/F-doped SnO2 transparent electrodes and heaters based on laser direct writing
Li-Jing Huang, Zi-yan Wang, Jia-jun Ruan, Hui-min Zhang, Lin Wang, Bao-Jia Li, H. Ji
Journal of Materials Science Materials in Electronics · 2024
9
Characterization of Two-Cylinder Parallel Electro-hydraulic Force/Position Synchronization Based on RBF Fuzzy Neural Network Control
Jian-Ying Li, Hailong Yang, Hui Ji
International Journal of Fuzzy Systems · 2024
9
Test-Time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers
Yu-Tian Zhao, Tianjing Zhang, Hui Ji
Lecture notes in computer science · 2024
9
Self-Supervised Deep Learning for Image Reconstruction: A Langevin Monte Carlo Approach
Ji Li, Weixi Wang, Hui Ji
SIAM Journal on Imaging Sciences · 2023
9
DOTnet 2.0: Deep learning network for diffuse optical tomography image reconstruction
Z. Ko, Yang Li, Jiu-Long Liu, H. Ji, An-Qi Qiu, Nanguang Chen
Intelligence-Based Medicine · 2023
9
Fingerprinting Deep Image Restoration Models
Yuhui Quan, Huan Teng, Ruotao Xu, Jun Huang, Hui Ji
IEEE/CVF International Conference on Computer Vision (ICCV) · 2023
9
Fast vertex-based graph convolutional neural network and its application to brain images
Chaoqiang Liu, Hui Ji, An-Qi Qiu
Neurocomputing · 2021
9
Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence
Ruotao Xu, Yong Xu, Yuhui Quan, Hui Ji
SIAM Journal on Imaging Sciences · 2020
9
Integrating local feature and global statistics for texture analysis
Yong Xu, Si-Bin Huang, Hui Ji
Proceedings - International Conference on Image Processing · 2009
9
Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation
Yuhui Quan, Zhile Chen, T. Pang, Hui Ji
Proceedings of the AAAI Conference on Artificial Intelligence · 2023
8
[Retracted] Using Color Difference Compensation Method to Balance and Repair the Image of Art Design
Hui Ji, Yang Shang
Complexity · 2021
8
Robust Unsupervised Deep Learning for Nonblind Image Deconvolution With Inaccurate Kernels
Xinran Qin, Yuhui Quan, Zhuojie Chen, Hui Ji
IEEE Transactions on Neural Networks and Learning Systems · 2025
7
$L_1$-Norm Regularization for Short-and-Sparse Blind Deconvolution: Point Source Separability and Region Selection
Weixi Wang, Ji Li, Hui Ji
SIAM Journal on Imaging Sciences · 2022
7
A dataset-free deep learning method for low-dose CT image reconstruction
Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiao-Qun Zhang
Inverse Problems · 2022
7
Numerical modelling of granular column collapse using coupled Eulerian–Lagrangian technique with critical state soil model
Ze-Xiang Wu, Hui Ji, Jian Han, Chuang Yu
Engineering Computations · 2019
7
Digital Gabor filters do generate MRA-based wavelet tight frames
Hui Ji, Zuo-Wei Shen, Yufei Zhao
Applied and Computational Harmonic Analysis · 2017
7
Fingerprinting Denoising Diffusion Probabilistic Models
Huan Teng, Yuhui Quan, Cheng-Yu Wang, Jun Huang, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2025
6
Prediction Model of Drilling Costs for Ultra-Deep Wells Based on GA-BP Neural Network
Wenhua Xu, Yu-Ming Zhu, Ying Wei, Yanna Su, Yan Xu, Hui Ji, De-Hua Liu
Energy Engineering · 2023
6
Learnable Douglas-Rachford iteration and its applications in DOT imaging
Jiu-Long Liu, Nan-Guang Chen, Hui Ji
Inverse Problems and Imaging · 2020
6
Digital Gabor filters with MRA structure
Hui Ji, Zuo-Wei Shen, Yufei Zhao
Multiscale Modeling and Simulation · 2018
6
Zero-Shot Blind-spot Image Denoising via Implicit Neural Sampling
Yuhui Quan, Tianxiang Zheng, Zhiyuan Ma, Hui Ji
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2025
5
Enhancing Underwater Images via Asymmetric Multi-Scale Invertible Networks
Yuhui Quan, Xiaoheng Tan, Yan Huang, Yong Xu, Hui Ji
ACM International Conference on Multimedia (ACM MM) · 2024
5
A Local Fingertips Movement and Fingertips Clustering Based Virtual Keyboard Adopting a Camera
Hui Ji, Jianxin Chen, Qing-Yu Lin, Ang Li
International Conference on Computing and Pattern Recognition (ICCPR) · 2018
5
Image debanding using cross-scale invertible networks with banded deformable convolutions
Yuhui Quan, Xuyi He, Ruotao Xu, Yong Xu, Hui Ji
Neural Networks · 2025
4
An End-to-End Fine-Grained Classification Network for 3D Point Clouds
Jing Bai, Huihui Shao, Hui Ji, Rusong Wu
Journal of Computer-Aided Design & Computer Graphics · 2023
4
A holistic approach to structure from motion
Hui Ji
University Libraries (University of Maryland) · 2006
4
High-precision shape reconstruction for optical fiber sensors based on cubic spline interpolation and tangent angle recursion
Yi-Xiao Liu, Hai-Ning Ji
Frontiers in Physics · 2025
3
Simulation analysis and experimental research of a sampling valve for the seafloor natural gas hydrates survey
Hui Ji, Ouyang Li, Song-Lin Nie, Fanglong Yin
Proceedings of the Institution of Mechanical Engineers Part E Journal of Process Mechanical Engineering · 2019
3
Investigating energy‐based pool structure selection in the structure ensemble modeling with experimental distance constraints: The example from a multidomain protein P ub1
Guanhua Zhu, Wei Liu, Chenglong Bao, Dudu Tong, Hui Ji, Zuo-Wei Shen, Daiwen Yang, Lanyuan Lu
Proteins Structure Function and Bioinformatics · 2018
3
Weighted total variation based convex clustering
arXiv · 2018
3
Integration of Motion Fields through Shape
Hui Ji, Cornelia Fermüller
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2005
3
Uncertainty in 3D Shape Estimation
Hui Ji, Cornelia Fermüller
2003
3
Deep intrinsic image decomposition via physics-aware neural networks
Yan Huang, Kangjie Liu, Tengyue Chen, Yong Xu, Hui Ji
Pattern Recognition · 2025
2
Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising
Hui Ji, Yuhui Quan, Tianxiang Zheng
neural information processing systems · 2024
2
Two-cylinder Synchronous Electro-hydraulic Servo System and its Control Technology Development
Jianying Li, Hui Ji, Lingbin Kong, Li-Qun Jiang
Recent Patents on Engineering · 2023
2
Cross Ambiguity Function Interpolation Algorithm for FDOA Estimation of Signal Location
P. Sun, Gengxin Zhang, Dexin Qu, Hui Ji, He Guo
IEEE International Conference on Communication Software and Networks · 2019
2
A Study of Language Learning Paradigms from the Perspective of Emerging Technologies
Hui Ji
2019
2
Multimodal and Multiclass Semi-supervised Image-to-Image Translation
Jing Bai, Ran Chen, Hui Ji, Saisai Li
Lecture notes in computer science · 2019
2
Real Time Writing Reproduction by Robot Arm
De-Zhou Zhang, Jianxin Chen, Ming Zhang, Hui Ji
IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems · 2018
2
A view-point invariant texture descriptor
Cornelia Fermüller, Yong Xu, Hui Ji
Journal of Vision · 2010
2
Better Flow Estimation from Color Images
Hui Ji, Cornelia Fermüller
EURASIP Journal on Advances in Signal Processing · 2007
2
Integrated cardiopulmonary rehabilitation nursing for chronic heart failure: An integrative literature review
Rui Liu, Hui Ji, Juan Wang, Xiang Zhou, Xiaoyue Yang, Min Li
Geriatric Nursing · 2025
1
Text-Guided Portrait Image Matting
Yong Xu, Xin Yao, Baoling Liu, Yuhui Quan, Hui Ji
IEEE Transactions on Artificial Intelligence · 2024
1
Quality Evaluation of Geothermal Fluid in the Lindian Area of the Songliao Basin
Hui Ji, Huan-Lai Zhu, Shang-Ming Shi, Xian-Li Du
International Journal of Energy · 2023
1
Synthesis of realistic fetal MRI with conditional Generative Adversarial Networks
arXiv · 2022
1
Fine-Grained 3D Model Classification Based on Deep Ensemble and Detail Awareness
Jing Bai, Hui Ji, Huihui Shao, Rusong Wu, Fei-Wei Qin
Journal of Computer-Aided Design & Computer Graphics · 2022
1
Multiscale Discrete Framelet Transform for Graph-Structured Signals
Hui Ji, Zuo-Wei Shen, Yufei Zhao
Multiscale Modeling and Simulation · 2020
1
Optimal design of degradation testing and life testing based on Wiener process models
Zhonghai Ma, Song-Lin Nie, Fanglong Yin, Hui Ji
Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling (APARM) · 2020
1
The rigid-plastic method on calculating displacement of structure under strong earthquake
Chang-Lin Fan, Hui Ji
International Conference on Electric Technology and Civil Engineering · 2011
1
Bias in Shape Estimation
Hui Ji, Cornelia Fermüller
Lecture notes in computer science · 2004
1
SiC gas sensors
Hui Ji
Journal of Transducer Technology · 2002
1
Several Problems of Geophysical Diffraction Tomography - Towards Practical Application
B. Gu, Y. Ji, J. Qiao, H. Ji
Acoustical imaging · 1992
1
Bayesian Self-Attention with Intra-Token Modeling for Lightweight Denoising Transformers
Lecture notes in computer science · 2026
–
P-RQNM: Multi-Agent Resource Allocation Optimization in Vehicular Networks via Predictive Residual Q-Networks
Hui Ji, Fei Ding, Xuanjie Tong, Guangying Wang, Yu Zheng
IEEE Communications Letters · 2026
–
Distilling large language models for code generation via ranking supervision
Zhe Ding, Hui Ji, Su Pan, Miao Chi
Neural Networks · 2026
–
StepGap: A Hybrid NLI-LLM Checker for Step-Level Evidence-Gap Detectionin Multi-Hop Question Answering
Yuelyu Ji, Zhuo-Chun Li, Hui Ji, Daqing He
arXiv · 2026
–
Invertible Coarse-to-Fine Neural Network for Defocus Deblurring with learned blur representation
SSRN Electronic Journal · 2025
–
Knowledge Graph Confidence-Aware Embedding for Recommendation
SSRN Electronic Journal · 2024
–
Multimodal Trustworthy Semantic Communication for Audio-Visual Event Localization
arXiv · 2024
–
Temporal Multi-Modal Knowledge Graph Generation for Link Prediction
SSRN Electronic Journal · 2024
–
Band gap properties and self-collimation in a tenfold quasicrystal structure photonic crystals applying multicircular ring scatterers
Yang Zhou, Zhi-Ran Zhang, H. Ji, Hai-Feng Zhang
Physica Scripta · 2022
–
Construction of Nursing Staff Training Program for Hospice Nursing Specialists in China
Hui-Dan Ji
International Journal of Education and Humanities · 2022
–
Self-supervised Bayesian Deep Learning for Image Denoising
2021
–
Time-Division Frequency Measurement and Localization Technology of Single-Satellite in Different Orbits Based on Optimal Observation Position
Hui Ji, Dexin Qu, Gengxin Zhang
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 2021
–
AHP-Net: adaptive-hyper-parameter deep learning based image reconstruction method for multilevel low-dose CT
arXiv · 2020
–
Design and Implementation of Gyro Off-line Test Platform
Hui Ji, Xiao-Gang Chen, Haiyu Ji, Ke Chen
IOP Conference Series Earth and Environmental Science · 2019
–
Convolutional Neural Network on Semi-Regular Triangulated Meshes and its Application to Brain Image Data
arXiv · 2019
–
Mathematical Tools for Regularized Coherence Retrieval
Zheng-Yun Zhang, Chenglong Bao, Hui Ji, Zuo-Wei Shen, G. Barbastathis
Imaging and Applied Optics · 2018
–
Removing out-of-focus blur from a single image
arXiv · 2018
–
Apparent coherence loss in phase space tomography
Zheng-Yun Zhang, Chenglong Bao, Hui Ji, Zuo-Wei Shen, G. Barbastathis
Journal of the Optical Society of America A · 2017
–
A Task Allocation Method Based on RMT of the Processor Core for MPSoC
Hui Ji, Lei Zhou
International Conference on Mechatronics Engineering and Information Technology (ICMEIT) · 2017
–
Multicast Support for Mapping of Address and Port Protocol and Light Weight 4over6
Hui Ji, B. Sarikaya
2015
–
Supplementary Materials for the Paper "A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding, ECCV, Zurich, 2014"
Chenglong Bao, Yuhui Quan, Hui Ji
2014
–
Design and Implementation of Multifunctional Recorder for Cardiac Electrophysiology Stimulation
Hui-xiang Ji
China Medical Devices · 2014
–
Band-limited Wavelets and Framelets in Low Dimensions
Likun Hou, Hui Ji
Journal of Fourier Analysis and Applications · 2013
–
Front & Back Matter
Pharmacology · 2012
–
Study of chinese word sense disambiguation based on scenario words
Huimin Ji, Yangsen Zhang
International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) · 2012
–
On the Ingenious Application of the Graphic Elements of Print Ads Design
Hui Ji
The Guide of Science & Education · 2012
–
Development of Seismic Performance of Architectural Glass Structures
Hui Ji
Jiegou Gongchengshi · 2011
–
Correlation Analysis of Computer Simulation with Full-Scale Impact Test for Barrier Safety Evaluation
X. Shao, Hui Ji, S. Yan, Qi-Qiang Li, Ning Jia, Min Jing, Liang Ma, Kun Jing, +2 more
Applied Mechanics and Materials · 2011
–
On the anisotropy in the perception of stereoscopic slant
Cornelia Fermüller, Hui Ji
Journal of Vision · 2010
–
Contents Vol. 81, 2008
M. Yamamoto, Takayo Haruna, K. Imura, I. Hikita, Y. Furue, Kenichi Higashino, Y. Gahara, H. Mellor, +22 more
Pharmacology · 2008
–
Modeling and Simulation of Training Process Based on Empirical Probability
Hui Ji
Jisuanji fangzhen · 2006
–
Corruption in China, Nigeria, and Sweden
Fredrik Ruda, Hui-Xin Ji
2001
–

Publication data from OpenAlex; citation counts are the higher of OpenAlex and Semantic Scholar; position from the scholar’s ORCID record, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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