Hui Ji

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 83

Top Venues

CVPR

CoRR

ICCV

IEEE Trans. Circuits Syst. Video Technol.

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts. CoRR (2024)
Yong Xu, Xin Yao, Baoling Liu, Yuhui Quan, Hui Ji
Text-Guided Portrait Image Matting. IEEE Trans. Artif. Intell. 5 (8) (2024)
Xinran Qin, Yuhui Quan, Hui Ji
Enhanced deep unrolling networks for snapshot compressive hyperspectral imaging. Neural Networks 174 (2024)
Yuhui Quan, Xinran Qin, Tongyao Pang, Hui Ji
Siamese Cooperative Learning for Unsupervised Image Reconstruction From Incomplete Measurements. IEEE Trans. Pattern Anal. Mach. Intell. 46 (7) (2024)
Yuhui Quan, Xiaoheng Tan, Yan Huang, Yong Xu, Hui Ji
Image Desnowing via Deep Invertible Separation. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Yuhui Quan, Xin Yao, Hui Ji
Single Image Defocus Deblurring via Implicit Neural Inverse Kernels. ICCV (2023)
Yi Yuan, Qianqian Wu, Xingran Wang, Mengyang Liu, Jiaqing Yan, Hui Ji
Low-intensity ultrasound stimulation modulates time-frequency patterns of cerebral blood oxygenation and neurovascular coupling of mouse under peripheral sensory stimulation state. NeuroImage 270 (2023)
Songlin Nie, Jianhang Gao, Zhonghai Ma, Fang-long Yin, Hui Ji
An online data-driven approach for performance prediction of electro-hydrostatic actuator with thermal-hydraulic modeling. Reliab. Eng. Syst. Saf. 236 (2023)
Yuhui Quan, Zicong Wu, Hui Ji
Neumann Network with Recursive Kernels for Single Image Defocus Deblurring. CVPR (2023)
Yuhui Quan, Zhile Chen, Tongyao Pang, Hui Ji
Unsupervised Deep Learning for Phase Retrieval via Teacher-Student Distillation. AAAI (2023)
Huan Zheng, Tongyao Pang, Hui Ji
Unsupervised Deep Video Denoising with Untrained Network. AAAI (2023)
Yuhui Quan, Huan Teng, Ruotao Xu, Jun Huang, Hui Ji
Fingerprinting Deep Image Restoration Models. ICCV (2023)
Zhe Zhao, Hui Ji, Cong Zhang, Jiamin Pei, Xiangjian Zhang, Yi Yuan
Modulation effects of low-intensity transcranial ultrasound stimulation on the neuronal firing activity and synaptic plasticity of mice. NeuroImage 270 (2023)
Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 88 (2023)
Ji Li, Weixi Wang, Yuesong Nan, Hui Ji
Self-Supervised Blind Motion Deblurring with Deep Expectation Maximization. CVPR (2023)
Ji Li, Weixi Wang, Hui Ji
Self-Supervised Deep Learning for Image Reconstruction: A Langevin Monte Carlo Approach. SIAM J. Imaging Sci. 16 (4) (2023)
Xinran Qin, Yuhui Quan, Tongyao Pang, Hui Ji
Ground-Truth Free Meta-Learning for Deep Compressive Sampling. CVPR (2023)
Mingqin Chen, Yuhui Quan, Yong Xu, Hui Ji
Self-Supervised Blind Image Deconvolution via Deep Generative Ensemble Learning. IEEE Trans. Circuits Syst. Video Technol. 33 (2) (2023)
Jiachun Li, Kunkun Qin, Ruotao Xu, Hui Ji
Deep Scale-Aware Image Smoothing. ICASSP (2022)
Weixi Wang, Ji Li, Hui Ji
Self-supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics. CVPR (2022)
Mingqin Chen, Yuhui Quan, Tongyao Pang, Hui Ji
Nonblind Image Deconvolution via Leveraging Model Uncertainty in An Untrained Deep Neural Network. Int. J. Comput. Vis. 130 (7) (2022)
Mingda Han, Linlin Guo, Jia Zhang, Hui Ji, Zihan Diao, Jiande Sun
WiID: Precise WiFi-based Person Identification via Bio-electromagnetic Information. ICPR (2022)
Jinxiu Liang, Yong Xu, Yuhui Quan, Boxin Shi, Hui Ji
Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Weixi Wang, Ji Li, Hui Ji
$L_1$-Norm Regularization for Short-and-Sparse Blind Deconvolution: Point Source Separability and Region Selection. SIAM J. Imaging Sci. 15 (3) (2022)
Yong Xu, Baoling Liu, Yuhui Quan, Hui Ji
Unsupervised Deep Background Matting Using Deep Matte Prior. IEEE Trans. Circuits Syst. Video Technol. 32 (7) (2022)
Caina Gao, Jia Zhang, Linlin Guo, Lili Meng, Hui Ji, Jiande Sun
Energy Efficiency Optimization for RIS Assisted RSMA System over Estimated Channel. WASA (1) (2022)
Mingqin Chen, Peikang Lin, Yuhui Quan, Tongyao Pang, Hui Ji
Unsupervised Phase Retrieval Using Deep Approximate MMSE Estimation. IEEE Trans. Signal Process. 70 (2022)
Yuhui Quan, Zhuojie Chen, Huan Zheng, Hui Ji
Learning Deep Non-blind Image Deconvolution Without Ground Truths. ECCV (6) (2022)
Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang
Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction. CoRR (2022)
Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Fadida-Specktor, Leo Joskowicz, Weibin Liao, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR (2022)
Yuhui Quan, Peikang Lin, Yong Xu, Yuesong Nan, Hui Ji
Nonblind Image Deblurring via Deep Learning in Complex Field. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Yuhui Quan, Xinran Qin, Tongyao Pang, Hui Ji
Dual-Domain Self-supervised Learning and Model Adaption for Deep Compressive Imaging. ECCV (30) (2022)
Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji
Deep Learning With Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction. IEEE Trans. Computational Imaging 7 (2021)
Yong Xu, Ye Zhu, Yuhui Quan, Hui Ji
Attentive deep network for blind motion deblurring on dynamic scenes. Comput. Vis. Image Underst. 205 (2021)
Qiaoqiao Ding, Hui Ji, Hao Gao, Xiaoqun Zhang
Learnable Multi-scale Fourier Interpolation for Sparse View CT Image Reconstruction. MICCAI (6) (2021)
Tongyao Pang, Huan Zheng, Yuhui Quan, Hui Ji
Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising. CVPR (2021)
Yuhui Quan, Yixin Chen, Yizhen Shao, Huan Teng, Yong Xu, Hui Ji
Image denoising using complex-valued deep CNN. Pattern Recognit. 111 (2021)
Chaoqiang Liu, Hui Ji, Anqi Qiu
Fast vertex-based graph convolutional neural network and its application to brain images. Neurocomputing 434 (2021)
Hui Ji
Design of Distributed Collection Model of Student Development Information Based on Internet of Things Technology. Secur. Commun. Networks 2021 (2021)
Hui Ji, Yang Shang
Using Color Difference Compensation Method to Balance and Repair the Image of Art Design. Complex. 2021 (2021)
Hui Ji, Jinyun Guo, Chengcheng Zhu, Jiajia Yuan, Xin Liu, Guowei Li
On Deflections of Vertical Determined From HY-2A/GM Altimetry Data in the Bay of Bengal. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yuhui Quan, Huan Teng, Yixin Chen, Hui Ji
Watermarking Deep Neural Networks in Image Processing. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Yuhui Quan, Zicong Wu, Hui Ji
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring. NeurIPS (2021)
Zhile Chen, Feng Li, Yuhui Quan, Yong Xu, Hui Ji
Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity. CVPR (2021)
Yuhui Quan, Zicong Wu, Hui Ji
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring. CoRR (2021)
Jiulong Liu, Angelica I. Avilés-Rivero, Hui Ji, Carola-Bibiane Schönlieb
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. Medical Image Anal. 68 (2021)
Zhonghai Ma, Haitao Liao, Hui Ji, Shaoping Wang, Fang-long Yin, Songlin Nie
Optimal design of hybrid accelerated test based on the Inverse Gaussian process model. Reliab. Eng. Syst. Saf. 210 (2021)
Hui Ji, Zuowei Shen, Yufei Zhao
Multiscale Discrete Framelet Transform for Graph-Structured Signals. Multiscale Model. Simul. 18 (3) (2020)
Kelly Payette, Priscille de Dumast, Hamza Kebiri, Ivan Ezhov, Johannes C. Paetzold, Suprosanna Shit, Asim Iqbal, Romesa Khan, Raimund Kottke, Patrice Grehten, Hui Ji, Levente Lanczi, Marianna Nagy, Monika Beresova, Thi Dao Nguyen, Giancarlo Natalucci, Theofanis Karayannis, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab
A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset. CoRR (2020)
Jinxiu Liang, Yong Xu, Yuhui Quan, Jingwen Wang, Haibin Ling, Hui Ji
Deep Bilateral Retinex for Low-Light Image Enhancement. CoRR (2020)
Yuhui Quan, Mingqin Chen, Tongyao Pang, Hui Ji
Self2Self With Dropout: Learning Self-Supervised Denoising From Single Image. CVPR (2020)
Min Gao, Xian-Hua Han, Jing Li, Hui Ji, Huaxiang Zhang, Jiande Sun
Image super-resolution based on two-level residual learning CNN. Multim. Tools Appl. 79 (7-8) (2020)
Xuhui Yang, Yong Xu, Yuhui Quan, Hui Ji
Image Denoising via Sequential Ensemble Learning. IEEE Trans. Image Process. 29 (2020)
Yuesong Nan, Hui Ji
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution. CVPR (2020)
Ruotao Xu, Yong Xu, Yuhui Quan, Hui Ji
Cartoon-Texture Image Decomposition using Orientation Characteristics in Patch Recurrence. SIAM J. Imaging Sci. 13 (3) (2020)
Yuesong Nan, Yuhui Quan, Hui Ji
Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring. CVPR (2020)
Yuhui Quan, Jieting Yang, Yixin Chen, Yong Xu, Hui Ji
Collaborative Deep Learning for Super-Resolving Blurry Text Images. IEEE Trans. Computational Imaging 6 (2020)
Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji
AHP-Net: adaptive-hyper-parameter deep learning based image reconstruction method for multilevel low-dose CT. CoRR (2020)
Yan Huang, Yuhui Quan, Yong Xu, Ruotao Xu, Hui Ji
Removing Reflection From a Single Image With Ghosting Effect. IEEE Trans. Computational Imaging 6 (2020)
Jinghua Zhang, Jia Zhang, Yong Zhou, Hui Ji, Jiande Sun, Naofal Al-Dhahir
Energy and Spectral Efficiency Tradeoff via Rate Splitting and Common Beamforming Coordination in Multicell Networks. IEEE Trans. Commun. 68 (12) (2020)
Tongyao Pang, Yuhui Quan, Hui Ji
Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing. ECCV (11) (2020)
Songlin Nie, Xiaopeng Liu, Hui Ji, Zhonghai Ma, Fang-long Yin
Simulation and Experiment Study on Deformation Characteristics of the Water Hydraulic Flexible Actuator Used for the Underwater Gripper. IEEE Access 8 (2020)
Jinghua Zhang, Jia Zhang, Lili Meng, Hui Ji, Jiande Sun
G-NOMA for Energy Efficient C-RAN. INDIN (2020)
Yuhui Quan, Yixin Chen, Ruotao Xu, Hui Ji
Attention with structure regularization for action recognition. Comput. Vis. Image Underst. 187 (2019)
Xiao Dong, Huaxiang Zhang, Lei Zhu, Wenbo Wan, Zhenhua Wang, Qiang Wang, Peilian Guo, Hui Ji, Jiande Sun
Weighted locality collaborative representation based on sparse subspace. J. Vis. Commun. Image Represent. 58 (2019)
Jiulong Liu, Angelica I. Avilés-Rivero, Hui Ji, Carola-Bibiane Schönlieb
Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction. CoRR (2019)
Jing Bai, Ran Chen, Hui Ji, Saisai Li
Multimodal and Multiclass Semi-supervised Image-to-Image Translation. ICIG (3) (2019)
Liuge Yang, Hui Ji
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring. CVPR (2019)
Yuhui Quan, Shijie Deng, Yixin Chen, Hui Ji
Deep Learning for Seeing Through Window With Raindrops. ICCV (2019)
Chaoqiang Liu, Hui Ji, Anqi Qiu
Convolutional Neural Network on Semi-Regular Triangulated Meshes and its Application to Brain Image Data. CoRR (2019)
Jinxiu Liang, Yong Xu, Chenglong Bao, Yuhui Quan, Hui Ji
Barzilai-Borwein-based adaptive learning rate for deep learning. Pattern Recognit. Lett. 128 (2019)
Jia Zhang, Lili Meng, Hui Ji
Joint Cell Association and User Scheduling in Carrier Aggregated Heterogeneous Networks. Inf. 9 (1) (2018)
Guodong Xu, Yu Xia, Hui Ji
Weighted total variation based convex clustering. CoRR (2018)
Guodong Xu, Chaoqiang Liu, Hui Ji
Removing out-of-focus blur from a single image. CoRR (2018)
Chenglong Bao, George Barbastathis, Hui Ji, Zuowei Shen, Zhengyun Zhang
Coherence Retrieval Using Trace Regularization. SIAM J. Imaging Sci. 11 (1) (2018)
Hui Ji, Zuowei Shen, Yufei Zhao
Digital Gabor filters with MRA structure. Multiscale Model. Simul. 16 (1) (2018)
Guodong Xu, Yuhui Quan, Hui Ji
Estimating Defocus Blur via Rank of Local Patches. ICCV (2017)
Xiu Ji, Hui Ji, Qiang Yao, Ming-Chen Wang
Risk index early-warning of smart grid based on neural network. ICSAI (2017)
Yuhui Quan, Yong Xu, Yuping Sun, Yan Huang, Hui Ji
Sparse Coding for Classification via Discrimination Ensemble. CVPR (2016)
Yuhui Quan, Chenglong Bao, Hui Ji
Equiangular Kernel Dictionary Learning with Applications to Dynamic Texture Analysis. CVPR (2016)
Weiqiang Chen, Hui Ji, Yanfei You
-Regularized Optimization Problems with Orthogonality Constraints. SIAM J. Sci. Comput. 38 (4) (2016)
Zhitao Fan, Hui Ji, Zuowei Shen
Dual Gramian analysis: Duality principle and unitary extension principle. Math. Comput. 85 (297) (2016)
Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen
Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38 (7) (2016)
Yu Luo, Yong Xu, Hui Ji
Removing Rain from a Single Image via Discriminative Sparse Coding. ICCV (2015)
Yuhui Quan, Yan Huang, Hui Ji
Dynamic Texture Recognition via Orthogonal Tensor Dictionary Learning. ICCV (2015)
Yong Xu, Yuhui Quan, Zhuming Zhang, Haibin Ling, Hui Ji
Classifying dynamic textures via spatiotemporal fractal analysis. Pattern Recognit. 48 (10) (2015)
Yuhui Quan, Hui Ji, Zuowei Shen
Data-Driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery. J. Sci. Comput. 63 (2) (2015)
Chenglong Bao, Yuhui Quan, Hui Ji
A Convergent Incoherent Dictionary Learning Algorithm for Sparse Coding. ECCV (6) (2014)
Hui Ji, Gheorghe Zaharia, Jean-François Hélard
A New DSTM Scheme Based on the Weyl Group for MIMO Systems with 2, 4 and 8 Transmit Antennas. VTC Spring (2014)
Yeqing Huang, Songlin Nie, Hui Ji
Identification of Contamination Control Strategy for Fluid Power System Using an Inexact Chance-Constrained Integer Program. J. Appl. Math. 2014 (2014)
Shengping Zhang, Jiani Tan, Zhonghui Lai, Ying Li, Junxia Pang, Jianhu Xiao, Zhangjian Huang, Yihua Zhang, Hui Ji, Yisheng Lai
Effective Virtual Screening Strategy toward Covalent Ligands: Identification of Novel NEDD8-Activating Enzyme Inhibitors. J. Chem. Inf. Model. 54 (6) (2014)
Chenglong Bao, Hui Ji, Yuhui Quan, Zuowei Shen
L0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence. CVPR (2014)
Ming Li, Zhitao Fan, Hui Ji, Zuowei Shen
Wavelet Frame Based Algorithm for 3D Reconstruction in Electron Microscopy. SIAM J. Sci. Comput. 36 (1) (2014)
Hui Ji, Xiong Yang, Haibin Ling, Yong Xu
Wavelet Domain Multifractal Analysis for Static and Dynamic Texture Classification. IEEE Trans. Image Process. 22 (1) (2013)
Chenglong Bao, Jian-Feng Cai, Hui Ji
Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration. ICCV (2013)
Hui Ji, Gheorghe Zaharia, Jean-François Hélard
A new differential space-time modulation scheme for MIMO systems with four transmit antennas. ICT (2013)
Songlin Nie, Hui Ji, Yeqing Huang, Zhen Hu, Yongping Li
Robust Interval-Based minimax-Regret Analysis Method for filter Management of fluid Power System. Asia Pac. J. Oper. Res. 30 (6) (2013)
Likun Hou, Hui Ji, Zuowei Shen
Recovering Over-/Underexposed Regions in Photographs. SIAM J. Imaging Sci. 6 (4) (2013)
Chenglong Bao, Yi Wu, Haibin Ling, Hui Ji
Real time robust L1 tracker using accelerated proximal gradient approach. CVPR (2012)
Jian-Feng Cai, Hui Ji, Chaoqiang Liu, Zuowei Shen
Framelet-Based Blind Motion Deblurring From a Single Image. IEEE Trans. Image Process. 21 (2) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hui Ji