A New Rate-Quantization Model for H.264/AVC Low-Delay Rate Control. - Junhui Hou; Shuai Wan; Zhan Ma; Fuzheng Yang 001; Lap-Pui Chau (PCM, 2012)

Dynamic 3-D facial compression using low rank and sparse decomposition. - Junhui Hou; Lap-Pui Chau; Ying He 001; Dao Thi Phuong Quynh; Nadia Magnenat-Thalmann (SIGGRAPH Asia Technical Briefs, 2012)

Optimal Bitstream Adaptation for Scalable Video Based On Two-Dimensional Rate and Quality Models. - Junhui Hou; Shuai Wan (Int. J. Comput. Commun. Control, 2012)

Human motion capture data recovery via trajectory-based sparse representation. - Junhui Hou; Lap-Pui Chau; Ying He 001; Jie Chen 026; Nadia Magnenat-Thalmann (ICIP, 2013)

Expression-invariant and sparse representation for mesh-based compression for 3-D face models. - Junhui Hou; Lap-Pui Chau; Ying He 001; Nadia Magnenat-Thalmann (VCIP, 2013)

Consistent Video Quality Control in Scalable Video Coding Using Dependent Distortion Quantization Model. - Junhui Hou; Shuai Wan; Zhan Ma; Lap-Pui Chau (IEEE Trans. Broadcast., 2013)

Rate-Distortion Model Based Bit Allocation for 3-D Facial Compression Using Geometry Video. - Junhui Hou; Lap-Pui Chau; Ying He 001; Minqi Zhang; Nadia Magnenat-Thalmann (IEEE Trans. Circuits Syst. Video Technol., 2013)

Low-rank based compact representation of motion capture data. - Junhui Hou; Lap-Pui Chau; Ying He 001; Nadia Magnenat-Thalmann (ICIP, 2014)

A fast learning algorithm for multi-layer extreme learning machine. - Jiexiong Tang; Chenwei Deng; Guang-Bin Huang; Junhui Hou (ICIP, 2014)

Restoring corrupted motion capture data via jointly low-rank matrix completion. - Junhui Hou; Zhen-Peng Bian; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (ICME, 2014)

A novel compression framework for 3D time-varying meshes. - Junhui Hou; Lap-Pui Chau; Ying He 001; Nadia Magnenat-Thalmann (ISCAS, 2014)

Human Computer Interface for Quadriplegic People Based on Face Position/gesture Detection. - Zhen-Peng Bian; Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann (ACM Multimedia, 2014)

Scalable and Compact Representation for Motion Capture Data Using Tensor Decomposition. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (IEEE Signal Process. Lett., 2014)

A Highly Efficient Compression Framework for Time-Varying 3-D Facial Expressions. - Junhui Hou; Lap-Pui Chau; Minqi Zhang; Nadia Magnenat-Thalmann; Ying He 001 (IEEE Trans. Circuits Syst. Video Technol., 2014)

Reordering-based transform for compressing human motion capture data. - Junhui Hou; Lap-Pui Chau; Ying He 001; Nadia Magnenat-Thalmann (ISCAS, 2015)

A linear dependent rate-quantization model for scalable video enhancement layer encoding. - Junhui Hou; Shuai Wan; Zhan Ma; Lap-Pui Chau (ISCAS, 2015)

Human Motion Capture Data Compression based on Learned Spatial Transform. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (CoRR, 2015)

CLRMA: Compact Low Rank Matrix Approximation for Data Compression. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (CoRR, 2015)

Compressing 3-D Human Motions via Keyframe-Based Geometry Videos. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (IEEE Trans. Circuits Syst. Video Technol., 2015)

Fall Detection Based on Body Part Tracking Using a Depth Camera. - Zhen-Peng Bian; Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann (IEEE J. Biomed. Health Informatics, 2015)

Human Motion Capture Data Tailored Transform Coding. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (IEEE Trans. Vis. Comput. Graph., 2015)

Motion capture data recovery using skeleton constrained singular value thresholding. - Cheen-Hau Tan; Junhui Hou; Lap-Pui Chau (Vis. Comput., 2015)

Random Forest with Suppressed Leaves for Hough Voting. - Hui Liang 003; Junhui Hou; Junsong Yuan 001; Daniel Thalmann (ACCV (3), 2016)

Sparsifying orthogonal transforms with compact bases for data compression. - Junhui Hou; Hui Liu 032; Lap-Pui Chau; Ying He 001; Jie Chen 026 (APSIPA, 2016)

Graph-based transform for data decorrelation. - Junhui Hou; Hui Liu 032; Lap-Pui Chau (DSP, 2016)

Robust laplacian matrix learning for smooth graph signals. - Junhui Hou; Lap-Pui Chau; Ying He 001; Huanqiang Zeng (ICIP, 2016)

Sparse two-dimensional singular value decomposition. - Junhui Hou; Jie Chen 026; Lap-Pui Chau; Ying He 001 (ICME, 2016)

How to fully explore the low-rank property for data recovery of hyperspectral images. - Shaohui Mei; Qianqian Bi; Jingyu Ji; Junhui Hou; Qian Du 001 (IGARSS, 2016)

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification. - Shaohui Mei; Jingyu Ji; Qianqian Bi; Junhui Hou; Qian Du 001; Wei Li 032 (IGARSS, 2016)

Low-latency compression of mocap data using learned spatial decorrelation transform. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (Comput. Aided Geom. Des., 2016)

Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis. - Shaohui Mei; Qianqian Bi; Jingyu Ji; Junhui Hou; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Facial Position and Expression-Based Human-Computer Interface for Persons With Tetraplegia. - Zhen-Peng Bian; Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann (IEEE J. Biomed. Health Informatics, 2016)

Light field scene flow with occlusion regularization. - Jie Chen 026; Yun Ni; Junhui Hou; Lap-Pui Chau (APSIPA, 2017)

Single image superresolution by multiple geometrical regressors. - Yu Zhou 027; Sam Kwong; Junhui Hou (APSIPA, 2017)

Video Summarization via Simultaneous Block Sparse Representation. - Mingyang Ma; Shaohui Mei; Shuai Wan; Junhui Hou; Zhiyong Wang 001; Dagan Feng 001 (DICTA, 2017)

Sparse representation for colors of 3D point cloud via virtual adaptive sampling. - Junhui Hou; Lap-Pui Chau; Ying He 001; Philip A. Chou (ICASSP, 2017)

Hyperspectral image super-resolution via convolutional neural network. - Shaohui Mei; Xin Yuan 002; Jingyu Ji; Shuai Wan; Junhui Hou; Qian Du 001 (ICIP, 2017)

Nonlinear kernel sparse dictionary selection for video summarization. - Mingyang Ma; Shaohui Mei; Junhui Hou; Shuai Wan; Zhiyong Wang 001; Dagan Feng 001 (ICME, 2017)

Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder. - Jingyu Ji; Shaohui Mei; Junhui Hou; Xu Li 010; Qian Du 001 (IGARSS, 2017)

Fusing different levels of deep features by deep stacked neural network for hyperspectral images. - Shaohui Mei; Yanfu Chen; Jingyu Ji; Junhui Hou; Qian Du 001 (IGARSS, 2017)

Multi-view joint learning network for pedestrian gender classification. - Lei Cai; Huanqiang Zeng; Jianqing Zhu; Jiuwen Cao; Junhui Hou; Canhui Cai (ISPACS, 2017)

Compression of 3D point clouds using 1D discrete cosine transform. - Shuai Gu; Junhui Hou; Huanqiang Zeng; Jing Chen 001; Jianqing Zhu; Kai-Kuang Ma (ISPACS, 2017)

Handwritten numeral recognition using multi-task learning. - Jinhui Hou; Huanqiang Zeng; Lei Cai; Jianqing Zhu; Jiuwen Cao; Junhui Hou (ISPACS, 2017)

Video summarization via temporal collaborative representation of adjacent frames. - Mingyang Ma; Shaohui Mei; Junhui Hou; Shuai Wan; Zhiyong Wang 001 (ISPACS, 2017)

A novel direction-based JND model for perceptual HEVC intra coding. - Zhipeng Zeng; Huanqiang Zeng; Jing Chen 001; Junhui Hou; Canhui Cai; Kai-Kuang Ma (ISPACS, 2017)

Robust human activity recognition using lesser number of wearable sensors. - Di Wang 004; Edwin Candinegara; Junhui Hou; Ah-Hwee Tan; Chunyan Miao (SPAC, 2017)

Immersive and collaborative Taichi motion learning in various VR environments. - Tianyu He; Xiaoming Chen 006; Zhibo Chen 001; Ye Li; Sen Liu 001; Junhui Hou; Ying He 001 (VR, 2017)

Hyperspectral Image Classification by Exploring Low-Rank Property in Spectral or/and Spatial Domain. - Shaohui Mei; Qianqian Bi; Jingyu Ji; Junhui Hou; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Sparse Low-Rank Matrix Approximation for Data Compression. - Junhui Hou; Lap-Pui Chau; Nadia Magnenat-Thalmann; Ying He 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks. - Shaohui Mei; Jingyu Ji; Junhui Hou; Xu Li 010; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Model-Based Encoding Parameter Optimization for 3D Point Cloud Compression. - Qi Liu 029; Hui Yuan 001; Junhui Hou; Hao Liu 044; Raouf Hamzaoui (APSIPA, 2018)

Light Filed Image Quality Assessment by Local and Global Features of Epipolar Plane Image. - Yuming Fang; Kangkang Wei; Junhui Hou; Wenying Wen; Nevrez Imamoglu (BigMM, 2018)

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework. - Jie Chen 026; Cheen-Hau Tan; Junhui Hou; Lap-Pui Chau; He Li (CVPR, 2018)

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues. - Henry Wing Fung Yeung; Junhui Hou; Jie Chen 026; Yuk Ying Chung; Xiaoming Chen 006 (ECCV (6), 2018)

Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image. - Jing Jin 006; Junhui Hou; Jie Chen 026; Henry Wing Fung Yeung; Sam Kwong (DSP, 2018)

Convex Constrained Clustering with Graph-Laplacian Pca. - Yuheng Jia; Sam Kwong; Junhui Hou; Wenhui Wu 001 (ICME, 2018)

Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN. - Zhongqi Tian; Jingyu Ji; Shaohui Mei; Junhui Hou; Shuai Wan; Qian Du 001 (IGARSS, 2018)

Robust Video Content Alignment and Compensation for Clear Vision Through the Rain. - Jie Chen 026; Cheen-Hau Tan; Junhui Hou; Lap-Pui Chau; He Li (CoRR, 2018)

A multi-scale contrast-based image quality assessment model for multi-exposure image fusion. - Lu Xing; Lei Cai; Huanqiang Zeng; Jing Chen 001; Jianqing Zhu; Junhui Hou (Signal Process., 2018)

Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework. - Jie Chen 026; Junhui Hou; Lap-Pui Chau (IEEE Signal Process. Lett., 2018)

Semi-Supervised Spectral Clustering With Structured Sparsity Regularization. - Yuheng Jia; Sam Kwong; Junhui Hou (IEEE Signal Process. Lett., 2018)

Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification. - Shaohui Mei; Junhui Hou; Jie Chen 026; Lap-Pui Chau; Qian Du 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views. - Jie Chen 026; Junhui Hou; Lap-Pui Chau (IEEE Trans. Image Process., 2018)

Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions. - Jie Chen 026; Junhui Hou; Yun Ni; Lap-Pui Chau (IEEE Trans. Image Process., 2018)

A Gabor Feature-Based Quality Assessment Model for the Screen Content Images. - Zhangkai Ni; Huanqiang Zeng; Lin Ma 002; Junhui Hou; Jing Chen 001; Kai-Kuang Ma (IEEE Trans. Image Process., 2018)

Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP. - Hui Yuan 001; Huayong Fu; Ju Liu; Junhui Hou; Sam Kwong (IEEE Trans. Mob. Comput., 2018)

Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization. - Wenhui Wu 001; Yuheng Jia; Sam Kwong; Junhui Hou (IEEE Trans. Neural Networks Learn. Syst., 2018)

An Articulated Structure-aware Network for 3D Human Pose Estimation. - Zhenhua Tang; Xiaoyan Zhang 002; Junhui Hou (ACML, 2019)

Object Counting in Video Surveillance Using Multi-scale Density Map Regression. - Yi Wang 068; Junhui Hou; Lap-Pui Chau (ICASSP, 2019)

Imbalance-aware Pairwise Constraint Propagation. - Hui Liu 032; Yuheng Jia; Junhui Hou; Qingfu Zhang 001 (ACM Multimedia, 2019)

Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion. - Jie Chen 026; Lap-Pui Chau; Junhui Hou (CoRR, 2019)

A Single Image based Head Pose Estimation Method with Spherical Parameterization. - Hui Yuan 001; Mengyu Li; Junhui Hou; Jimin Xiao (CoRR, 2019)

Learning High-fidelity Light Field Images From Hybrid Inputs. - Jing Jin 006; Junhui Hou; Jie Chen 026; Sam Kwong; Jingyi Yu (CoRR, 2019)

Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network. - Jing Jin 006; Junhui Hou; Jie Chen 026; Huanqiang Zeng; Sam Kwong; Jingyi Yu (CoRR, 2019)

A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression. - Hao Liu 044; Hui Yuan 001; Qi Liu 029; Junhui Hou; Ju Liu (CoRR, 2019)

Correlation filter tracker with siamese: A robust and real-time object tracking framework. - Gengzheng Pan; Guochun Chen; Wenxiong Kang; Junhui Hou (Neurocomputing, 2019)

ImmerTai: Immersive Motion Learning in VR Environments. - Xiaoming Chen 006; Zhibo Chen 001; Ye Li; Tianyu He; Junhui Hou; Sen Liu 001; Ying He 001 (J. Vis. Commun. Image Represent., 2019)

3D human pose estimation via human structure-aware fully connected network. - Xiaoyan Zhang 002; Zhenhua Tang; Junhui Hou; Yanbin Hao (Pattern Recognit. Lett., 2019)

Permuted Sparse Representation for 3D Point Clouds. - Junhui Hou (IEEE Signal Process. Lett., 2019)

Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification. - Shujun Yang; Junhui Hou; Yuheng Jia; Shaohui Mei; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization. - Junhui Hou; Jie Chen 026; Lap-Pui Chau (IEEE Trans. Circuits Syst. Video Technol., 2019)

Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images. - Chongyi Li; Runmin Cong; Junhui Hou; Sanyi Zhang; Yue Qian; Sam Kwong (IEEE Trans. Geosci. Remote. Sens., 2019)

Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization. - Wenhui Wu 001; Sam Kwong; Junhui Hou; Yuheng Jia; Horace Ho-Shing Ip (IEEE Trans. Image Process., 2019)

Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution. - Henry Wing Fung Yeung; Junhui Hou; Xiaoming Chen 006; Jie Chen 026; Zhibo Chen 001; Yuk Ying Chung (IEEE Trans. Image Process., 2019)

Deep Quadruplet Appearance Learning for Vehicle Re-Identification. - Jinhui Hou; Huanqiang Zeng; Jianqing Zhu; Junhui Hou; Jing Chen 001; Kai-Kuang Ma (IEEE Trans. Veh. Technol., 2019)

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network. - Jing Jin 006; Junhui Hou; Hui Yuan 001; Sam Kwong (AAAI, 2020)

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. - Boaz Arad; Radu Timofte; Ohad Ben-Shahar; Yi-Tun Lin; Graham D. Finlayson; Shai Givati; Jiaojiao Li 001; Chaoxiong Wu; Rui Song 003; Yunsong Li 001; Fei Liu; Zhiqiang Lang; et al. (CVPR Workshops, 2020)

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement. - Chunle Guo; Chongyi Li; Jichang Guo; Chen Change Loy; Junhui Hou; Sam Kwong; Runmin Cong (CVPR, 2020)

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization. - Jing Jin 006; Junhui Hou; Jie Chen 026; Sam Kwong (CVPR, 2020)

Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures. - Mantang Guo; Junhui Hou; Jing Jin 006; Jie Chen 026; Lap-Pui Chau (ECCV (2), 2020)

PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling. - Yue Qian; Junhui Hou; Sam Kwong; Ying He 001 (ECCV (19), 2020)

Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities. - Jie Chen 026; Lap-Pui Chau; Junhui Hou (ICME, 2020)

Accurate Light Field Depth Estimation via an Occlusion-Aware Network. - Chunle Guo; Jing Jin 006; Junhui Hou; Jie Chen 026 (ICME, 2020)

Lossy Geometry Compression Of 3d Point Cloud Data Via An Adaptive Octree-Guided Network. - Xuanzheng Wen; Xu Wang 006; Junhui Hou; Lin Ma 002; Yu Zhou 027; Jianmin Jiang (ICME, 2020)

Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses. - Jing Jin 006; Junhui Hou; Jie Chen 026; Sam Kwong; Jingyi Yu (ACM Multimedia, 2020)

CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection. - Qijian Zhang; Runmin Cong; Junhui Hou; Chongyi Li; Yao Zhao 001 (NeurIPS, 2020)

Rate Distortion Optimized Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression. - Qi Liu 029; Hui Yuan 001; Junhui Hou; Raouf Hamzaoui; Honglei Su (CoRR, 2020)

When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks. - Zhiyu Zhu; Zhen-Peng Bian; Junhui Hou; Yi Wang 068; Lap-Pui Chau (CoRR, 2020)

MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling. - Yue Qian; Junhui Hou; Yiming Zeng 002; Qijian Zhang; Sam Kwong; Ying He 001 (CoRR, 2020)

Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution. - Jing Jin 006; Junhui Hou; Zhiyu Zhu; Jie Chen 026; Sam Kwong (CoRR, 2020)

Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression. - Qi Liu 029; Hui Yuan 001; Raouf Hamzaoui; Honglei Su; Junhui Hou; Huan Yang 001 (CoRR, 2020)

Deep Magnification-Arbitrary Upsampling over 3D Point Clouds. - Yue Qian; Junhui Hou; Sam Kwong; Ying He 001 (CoRR, 2020)

ParaNet: Deep Regular Representation for 3D Point Clouds. - Qijian Zhang; Junhui Hou; Yue Qian; Juyong Zhang; Ying He 001 (CoRR, 2020)

Video summarization via block sparse dictionary selection. - Mingyang Ma; Shaohui Mei; Shuai Wan; Junhui Hou; Zhiyong Wang 001; David Dagan Feng (Neurocomputing, 2020)

Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. - Hui Yuan 001; Shiyun Zhao; Junhui Hou; Xuekai Wei; Sam Kwong (IEEE J. Sel. Top. Signal Process., 2020)

Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries. - Shujun Yang; Junhui Hou; Yuheng Jia; Shaohui Mei; Qian Du 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Single image-based head pose estimation with spherical parametrization and 3D morphing. - Hui Yuan 001; Mengyu Li; Junhui Hou; Jimin Xiao (Pattern Recognit., 2020)

3D Point Cloud Attribute Compression via Graph Prediction. - Shuai Gu; Junhui Hou; Huanqiang Zeng; Hui Yuan 001 (IEEE Signal Process. Lett., 2020)

Non-Negative Transfer Learning With Consistent Inter-Domain Distribution. - Zhihao Peng 002; Yuheng Jia; Junhui Hou (IEEE Signal Process. Lett., 2020)

A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression. - Hao Liu 044; Hui Yuan 001; Qi Liu 029; Junhui Hou; Ju Liu (IEEE Trans. Broadcast., 2020)

An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP. - Hui Yuan 001; Xiaoqian Hu; Junhui Hou; Xuekai Wei; Sam Kwong (IEEE Trans. Broadcast., 2020)

Correlation Filter Tracking via Distractor-Aware Learning and Multi-Anchor Detection. - Guochun Chen; Gengzheng Pan; Yongxin Zhou 003; Wenxiong Kang; Junhui Hou; Feiqi Deng (IEEE Trans. Circuits Syst. Video Technol., 2020)

Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model. - Runmin Cong; Jianjun Lei; Huazhu Fu; Junhui Hou; Qingming Huang; Sam Kwong (IEEE Trans. Cybern., 2020)

Screen Content Video Quality Assessment: Subjective and Objective Study. - Shan Cheng; Huanqiang Zeng; Jing Chen 001; Junhui Hou; Jianqing Zhu; Kai-Kuang Ma (IEEE Trans. Image Process., 2020)

3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation. - Shuai Gu; Junhui Hou; Huanqiang Zeng; Hui Yuan 001; Kai-Kuang Ma (IEEE Trans. Image Process., 2020)

An Underwater Image Enhancement Benchmark Dataset and Beyond. - Chongyi Li; Chunle Guo; Wenqi Ren; Runmin Cong; Junhui Hou; Sam Kwong; Dacheng Tao (IEEE Trans. Image Process., 2020)

Light Field Image Quality Assessment via the Light Field Coherence. - Yu Tian; Huanqiang Zeng; Junhui Hou; Jing Chen 001; Kai-Kuang Ma (IEEE Trans. Image Process., 2020)

Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization. - Yuheng Jia; Sam Kwong; Junhui Hou; Wenhui Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization. - Yuheng Jia; Hui Liu 032; Junhui Hou; Sam Kwong (IEEE Trans. Neural Networks Learn. Syst., 2020)

Clustering-Aware Graph Construction: A Joint Learning Perspective. - Yuheng Jia; Hui Liu 032; Junhui Hou; Sam Kwong (IEEE Trans. Signal Inf. Process. over Networks, 2020)

Clustering Ensemble Meets Low-rank Tensor Approximation. - Yuheng Jia; Hui Liu 032; Junhui Hou; Qingfu Zhang 001 (AAAI, 2021)

Recurrent Multi-View Alignment Network for Unsupervised Surface Registration. - Wanquan Feng; Juyong Zhang; Hongrui Cai; Haofei Xu; Junhui Hou; Hujun Bao (CVPR, 2021)

CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds. - Yiming Zeng 002; Yue Qian; Zhiyu Zhu; Junhui Hou; Hui Yuan 001; Ying He 001 (CVPR, 2021)

Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines. - Mantang Guo; Jing Jin 006; Hui Liu 032; Junhui Hou (ICCV, 2021)

Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild. - Zhiyu Zhu; Hui Liu 032; Junhui Hou; Huanqiang Zeng; Qingfu Zhang 001 (ICCV, 2021)

DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution. - Congrui Fu; Xin Ma; Yao Liu; Junhui Hou; Hui Yuan 001 (ICIG (3), 2021)

Learning Spatial-angular Fusion for Compressive Light Field Imaging in a Cycle-consistent Framework. - Xianqiang Lyu; Zhiyu Zhu; Mantang Guo; Jing Jin 006; Junhui Hou; Huanqiang Zeng (ACM Multimedia, 2021)

Attention-driven Graph Clustering Network. - Zhihao Peng 002; Hui Liu 032; Yuheng Jia; Junhui Hou (ACM Multimedia, 2021)

Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses. - Jing Jin 006; Hui Liu 032; Junhui Hou; Hongkai Xiong (CoRR, 2021)

PU-Flow: a Point Cloud Upsampling Networkwith Normalizing Flows. - Aihua Mao; Zihui Du; Junhui Hou; Yaqi Duan; Yong-Jin Liu 001; Ying He 001 (CoRR, 2021)

Categorical Matrix Completion With Active Learning for High-Throughput Screening. - Junyi Chen; Junhui Hou; Ka-Chun Wong (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images. - Zhiyu Zhu; Hui Liu 032; Junhui Hou; Sen Jia 001; Qingfu Zhang 001 (IEEE Trans. Computational Imaging, 2021)

Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation. - Yuheng Jia; Hui Liu 032; Junhui Hou; Sam Kwong; Qingfu Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection. - Qi Liu 029; Hui Yuan 001; Honglei Su; Hao Liu 044; Yu Wang 106; Huan Yang 001; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2021)

A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features. - Yu Tian; Huanqiang Zeng; Junhui Hou; Jing Chen 001; Jianqing Zhu; Kai-Kuang Ma (IEEE Trans. Circuits Syst. Video Technol., 2021)

Subjective Quality Database and Objective Study of Compressed Point Clouds With 6DoF Head-Mounted Display. - Xinju Wu; Yun Zhang 002; Chunling Fan; Junhui Hou; Sam Kwong (IEEE Trans. Circuits Syst. Video Technol., 2021)

Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization. - Yuheng Jia; Hui Liu 032; Junhui Hou; Sam Kwong (IEEE Trans. Cybern., 2021)

ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection. - Chongyi Li; Runmin Cong; Sam Kwong; Junhui Hou; Huazhu Fu; Guopu Zhu; Dingwen Zhang; Qingming Huang (IEEE Trans. Cybern., 2021)

Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding. - Chongyi Li; Saeed Anwar; Junhui Hou; Runmin Cong; Chunle Guo; Wenqi Ren (IEEE Trans. Image Process., 2021)

Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression. - Qi Liu 029; Hui Yuan 001; Raouf Hamzaoui; Honglei Su; Junhui Hou; Huan Yang 001 (IEEE Trans. Image Process., 2021)

Deep Magnification-Flexible Upsampling Over 3D Point Clouds. - Yue Qian; Junhui Hou; Sam Kwong; Ying He 001 (IEEE Trans. Image Process., 2021)

A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds. - Yi Wang 068; Junhui Hou; Xinyu Hou; Lap-Pui Chau (IEEE Trans. Image Process., 2021)

Superpixel-Guided Discriminative Low-Rank Representation of Hyperspectral Images for Classification. - Shujun Yang; Junhui Hou; Yuheng Jia; Shaohui Mei; Qian Du 001 (IEEE Trans. Image Process., 2021)

Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning. - Zhiyu Zhu; Junhui Hou; Jie Chen 026; Huanqiang Zeng; Jiantao Zhou 001 (IEEE Trans. Image Process., 2021)

Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression. - Qi Liu 029; Hui Yuan 001; Junhui Hou; Raouf Hamzaoui; Honglei Su (IEEE Trans. Multim., 2021)

Patch Based Video Summarization With Block Sparse Representation. - Shaohui Mei; Mingyang Ma; Shuai Wan; Junhui Hou; Zhiyong Wang 001; David Dagan Feng (IEEE Trans. Multim., 2021)

Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA. - Yuheng Jia; Junhui Hou; Sam Kwong (IEEE Trans. Neural Networks Learn. Syst., 2021)

Joint Optimization for Pairwise Constraint Propagation. - Yuheng Jia; Wenhui Wu 001; Ran Wang 001; Junhui Hou; Sam Kwong (IEEE Trans. Neural Networks Learn. Syst., 2021)

Convolutional Neural Networks With Dynamic Regularization. - Yi Wang 068; Zhen-Peng Bian; Junhui Hou; Lap-Pui Chau (IEEE Trans. Neural Networks Learn. Syst., 2021)

SIAT-PCQD: Subjective Point Cloud Quality Database with 6DoF Head-mounted Display. - Xinju Wu; Yun Zhang 002; Chunling Fan; Junhui Hou; Sam Kwong (IEEE DataPort, 2021)

WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation. - Yingzhi Tang; Yue Qian; Qijian Zhang; Yiming Zeng 002; Junhui Hou; Xuefei Zhe (CVPR, 2022)

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. - Yiming Zeng 002; Yue Qian; Qijian Zhang; Junhui Hou; Yixuan Yuan; Ying He 001 (CVPR, 2022)

AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data. - Huachen Fang; Jinjian Wu; Leida Li; Junhui Hou; Weisheng Dong; Guangming Shi (ACM Multimedia, 2022)

Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds. - Zhiyu Zhu; Junhui Hou; Xianqiang Lyu (NeurIPS, 2022)

Learning hyperspectral images from RGB images via a coarse-to-fine CNN. - Shaohui Mei; Yunhao Geng; Junhui Hou; Qian Du 001 (Sci. China Inf. Sci., 2022)

Light Field Depth Estimation Based on Stitched-EPI. - Ping Zhou; Xiaoyang Liu; Jing Jin 006; Yuting Zhang; Junhui Hou (CoRR, 2022)

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. - Guanxing Lu; Yuheng Jia; Junhui Hou (CoRR, 2022)

Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network. - Endai Huang; Axiu Mao; Yongjian Wu; Haiming Gan; Maria Camila Ceballos; Thomas D. Parsons; Junhui Hou; Kai Liu 008 (CoRR, 2022)

Multi-View Vision-to-Geometry Knowledge Transfer for 3D Point Cloud Shape Analysis. - Qijian Zhang; Junhui Hou; Yue Qian (CoRR, 2022)

Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising. - Jinhui Hou; Zhiyu Zhu; Hui Liu 032; Junhui Hou (CoRR, 2022)

Learning A Unified 3D Point Cloud for View Synthesis. - Meng You; Mantang Guo; Xianqiang Lyu; Hui Liu 032; Junhui Hou (CoRR, 2022)

Graph Augmentation Clustering Network. - Zhihao Peng 002; Hui Liu 032; Yuheng Jia; Junhui Hou (CoRR, 2022)

A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks. - Yifan Zhang; Junhui Hou; Yixuan Yuan (CoRR, 2022)

Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation. - Qijian Zhang; Junhui Hou (CoRR, 2022)

RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds. - Qijian Zhang; Junhui Hou; Yue Qian; Antoni B. Chan; Juyong Zhang; Ying He 001 (Int. J. Comput. Vis., 2022)

Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution. - Mantang Guo; Junhui Hou; Jing Jin 006; Jie Chen 026; Lap-Pui Chau (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion. - Jing Jin 006; Junhui Hou; Jie Chen 026; Huanqiang Zeng; Sam Kwong; Jingyi Yu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Point Cloud Quality Assessment via 3D Edge Similarity Measurement. - Zian Lu; Hailiang Huang; Huanqiang Zeng; Junhui Hou; Kai-Kuang Ma (IEEE Signal Process. Lett., 2022)

Self-Supervised Symmetric Nonnegative Matrix Factorization. - Yuheng Jia; Hui Liu 032; Junhui Hou; Sam Kwong; Qingfu Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Finding Stars From Fireworks: Improving Non-Cooperative Iris Tracking. - Chengdong Lin; Xinlin Li; Zhenjiang Li; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2022)

Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification. - Hui Liu 032; Yuheng Jia; Junhui Hou; Qingfu Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Learning Low-Rank Graph With Enhanced Supervision. - Hui Liu 032; Yuheng Jia; Junhui Hou; Qingfu Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds. - Hao Liu 044; Hui Yuan 001; Qi Liu 029; Junhui Hou; Huanqiang Zeng; Sam Kwong (IEEE Trans. Circuits Syst. Video Technol., 2022)

Maximum Entropy Subspace Clustering Network. - Zhihao Peng 002; Yuheng Jia; Hui Liu 032; Junhui Hou; Qingfu Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery. - Yuheng Jia; Hui Liu 032; Junhui Hou; Sam Kwong; Qingfu Zhang 001 (IEEE Trans. Cybern., 2022)

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration. - Jie Chen 026; Zaifeng Yang; Tsz Nam Chan; Hui Li 029; Junhui Hou; Lap-Pui Chau (IEEE Trans. Image Process., 2022)

Deep Posterior Distribution-Based Embedding for Hyperspectral Image Super-Resolution. - Jinhui Hou; Zhiyu Zhu; Junhui Hou; Huanqiang Zeng; Jinjian Wu; Jiantao Zhou 001 (IEEE Trans. Image Process., 2022)

A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images. - Hailiang Huang; Huanqiang Zeng; Junhui Hou; Jing Chen 001; Jianqing Zhu; Kai-Kuang Ma (IEEE Trans. Image Process., 2022)

Occlusion-Aware Unsupervised Learning of Depth From 4-D Light Fields. - Jing Jin 006; Junhui Hou (IEEE Trans. Image Process., 2022)

PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling. - Hao Liu 044; Hui Yuan 001; Junhui Hou; Raouf Hamzaoui; Wei Gao 003 (IEEE Trans. Image Process., 2022)

Adaptive Attribute and Structure Subspace Clustering Network. - Zhihao Peng 002; Hui Liu 032; Yuheng Jia; Junhui Hou (IEEE Trans. Image Process., 2022)

Screen Content Video Quality Assessment Model Using Hybrid Spatiotemporal Features. - Huanqiang Zeng; Hailiang Huang; Junhui Hou; Jiuwen Cao; Yongtao Wang; Kai-Kuang Ma (IEEE Trans. Image Process., 2022)

PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples. - Shengshan Hu; Junwei Zhang; Wei Liu 004; Junhui Hou; Minghui Li; Leo Yu Zhang; Hai Jin 001; Lichao Sun 001 (AAAI, 2023)

GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation. - Siyu Ren; Junhui Hou; Xiaodong Chen; Ying He 001; Wenping Wang 001 (ICCV, 2023)

Downstream-agnostic Adversarial Examples. - Ziqi Zhou 001; Shengshan Hu; Ruizhi Zhao; Qian Wang 002; Leo Yu Zhang; Junhui Hou; Hai Jin 001 (ICCV, 2023)

Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers. - Zhiyu Zhu; Junhui Hou; Dapeng Oliver Wu (ICCV, 2023)

CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification. - Chen Chen; Hui Yuan 001; Hao Liu 044; Junhui Hou; Raouf Hamzaoui (ICME, 2023)

PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness. - Shengshan Hu; Wei Liu 004; Minghui Li; Yechao Zhang; Xiaogeng Liu; Xianlong Wang 001; Leo Yu Zhang; Junhui Hou (ACM Multimedia, 2023)

Global Structure-Aware Diffusion Process for Low-light Image Enhancement. - Jinhui Hou; Zhiyu Zhu; Junhui Hou; Hui Liu 032; Huanqiang Zeng; Hui Yuan 001 (NeurIPS, 2023)

NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries. - Qijian Zhang; Junhui Hou; Yohanes Yudhi Adikusuma; Wenping Wang 001; Ying He 001 (NeurIPS, 2023)

Unleash the Potential of Image Branch for Cross-modal 3D Object Detection. - Yifan Zhang; Qijian Zhang; Junhui Hou; Yixuan Yuan; Guoliang Xing (NeurIPS, 2023)

Bidirectional Propagation for Cross-Modal 3D Object Detection. - Yifan Zhang; Qijian Zhang; Junhui Hou; Yixuan Yuan; Guoliang Xing (CoRR, 2023)

Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric. - Siyu Ren; Junhui Hou (CoRR, 2023)

Spatial-Temporal Enhanced Transformer Towards Multi-Frame 3D Object Detection. - Yifan Zhang; Zhiyu Zhu; Junhui Hou (CoRR, 2023)

Cross-BERT for Point Cloud Pretraining. - Xin Li 003; Peng Li 064; Zeyong Wei; Zhe Zhu; Mingqiang Wei; Junhui Hou; Liangliang Nan; Jing Qin 001; Haoran Xie 001; Fu Lee Wang (CoRR, 2023)

Segment Any Events via Weighted Adaptation of Pivotal Tokens. - Zhiwen Chen 002; Zhiyu Zhu; Yifan Zhang; Junhui Hou; Guangming Shi; Jinjian Wu (CoRR, 2023)

Guest Editorial: machine learning for visual information processing & understanding. - Huanqiang Zeng; Jiuwen Cao; Yimin Yang 001; Junhui Hou (J. Ambient Intell. Humaniz. Comput., 2023)

Semi-supervised adaptive kernel concept factorization. - Wenhui Wu 001; Junhui Hou; Shiqi Wang 001; Sam Kwong; Yu Zhou 027 (Pattern Recognit., 2023)

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images. - Yang-Jun Deng; Heng-Chao Li 001; Siqiao Tan; Junhui Hou; Qian Du 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2023)

EGRC-Net: Embedding-Induced Graph Refinement Clustering Network. - Zhihao Peng 002; Hui Liu 032; Yuheng Jia; Junhui Hou (IEEE Trans. Image Process., 2023)

GQE-Net: A Graph-Based Quality Enhancement Network for Point Cloud Color Attribute. - Jinrui Xing; Hui Yuan 001; Raouf Hamzaoui; Hao Liu 044; Junhui Hou (IEEE Trans. Image Process., 2023)

Learning a Locally Unified 3D Point Cloud for View Synthesis. - Meng You; Mantang Guo; Xianqiang Lyu; Hui Liu 032; Junhui Hou (IEEE Trans. Image Process., 2023)

A Two-Level Rectification Attention Network for Scene Text Recognition. - Lintai Wu; Yong Xu 001; Junhui Hou; C. L. Philip Chen; Cheng-Lin Liu 001 (IEEE Trans. Multim., 2023)

Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding. - Yuchen Zhang; Wenrui Dai; Yong Li 033; Chenglin Li; Junhui Hou; Junni Zou; Hongkai Xiong (IEEE Trans. Multim., 2023)

ECSNet: Spatio-Temporal Feature Learning for Event Camera. - Zhiwen Chen 002; Jinjian Wu; Junhui Hou; Leida Li; Weisheng Dong; Guangming Shi (IEEE Trans. Circuits Syst. Video Technol., 2023)

Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds. - Dinghao Yang; Wei Gao 003; Ge Li 002; Hui Yuan 001; Junhui Hou; Sam Kwong (ACM Trans. Multim. Comput. Commun. Appl., 2023)

CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence. - Siyu Ren; Yiming Zeng 002; Junhui Hou; Xiaodong Chen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Occlusion-Resistant instance segmentation of piglets in farrowing pens using center clustering network. - Endai Huang; Axiu Mao; Junhui Hou; Yongjian Wu; Weitao Xu; Maria Camila Ceballos; Thomas D. Parsons; Kai Liu 008 (Comput. Electron. Agric., 2023)

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation. - Yuheng Jia; Guanxing Lu; Hui Liu 032; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2023)

Deep Attention-Guided Graph Clustering With Dual Self-Supervision. - Zhihao Peng 002; Hui Liu 032; Yuheng Jia; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2023)

Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification. - Dingyuan Zheng; Jimin Xiao; Mingjie Sun; Huihui Bai 001; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2023)

Content-Aware Warping for View Synthesis. - Mantang Guo; Junhui Hou; Jing Jin 006; Hui Liu 032; Huanqiang Zeng; Jiwen Lu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis. - Qijian Zhang; Junhui Hou; Yue Qian; Yiming Zeng 002; Juyong Zhang; Ying He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Screen content video quality assessment based on spatiotemporal sparse feature. - Rui Ding; Huanqiang Zeng; Hao Wen; Hailiang Huang; Shan Cheng; Junhui Hou (J. Vis. Commun. Image Represent., 2023)

Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses. - Jing Jin 006; Mantang Guo; Junhui Hou; Hui Liu 032; Hongkai Xiong (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network. - Yue Qian; Junhui Hou; Qijian Zhang; Yiming Zeng 002; Sam Kwong; Ying He 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. - Yifan Zhang; Qijian Zhang; Zhiyu Zhu; Junhui Hou; Yixuan Yuan (Int. J. Comput. Vis., 2023)

PU-Flow: A Point Cloud Upsampling Network With Normalizing Flows. - Aihua Mao; Zihui Du; Junhui Hou; Yaqi Duan; Yong-Jin Liu 001; Ying He 001 (IEEE Trans. Vis. Comput. Graph., 2023)

Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens. - Zhiwen Chen 002; Zhiyu Zhu; Yifan Zhang; Junhui Hou; Guangming Shi; Jinjian Wu (CVPR, 2024)

DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction. - Yuxin Yao; Siyu Ren; Junhui Hou; Zhi Deng; Juyong Zhang; Wenping Wang 001 (ECCV (33), 2024)

FairMatch: Promoting Partial Label Learning by Unlabeled Samples. - Jiahao Jiang; Yuheng Jia; Hui Liu 032; Junhui Hou (KDD, 2024)

Noisy Label Removal for Partial Multi-Label Learning. - Fuchao Yang; Yuheng Jia; Hui Liu 032; Yongqiang Dong; Junhui Hou (KDD, 2024)

MCHM '24: The 1st International Workshop on Multimedia Computing for Health and Medicine. - Xuequan Lu; Wenxi Yue; Imran Razzak; Kun Hu; Jinglei Lv; Sen Zhang 006; Junhui Hou; Zhiyong Wang 001; Jiebo Luo 001; Wei Xiang 001 (MCHM@MM, 2024)

RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering. - Xianqiang Lyu; Hui Liu 032; Junhui Hou (ACM Multimedia, 2024)

Rethinking the One-shot Object Detection: Cross-Domain Object Search. - Yupeng Zhang; Shuqi Zheng; Ruize Han; Yuzhong Feng; Junhui Hou; Linqi Song; Wei Feng 005; Liang Wan (ACM Multimedia, 2024)

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference. - Kendong Liu; Zhiyu Zhu; Chuanhao Li; Hui Liu 032; Huanqiang Zeng; Junhui Hou (NeurIPS, 2024)

E-Motion: Future Motion Simulation via Event Sequence Diffusion. - Song Wu; Zhiyu Zhu; Junhui Hou; Guangming Shi; Jinjian Wu (NeurIPS, 2024)

Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models. - Yifan Zhang; Junhui Hou (NeurIPS, 2024)

Flatten Anything: Unsupervised Neural Surface Parameterization. - Qijian Zhang; Junhui Hou; Wenping Wang 001; Ying He 001 (NeurIPS, 2024)

Hybrid Pooling and Convolutional Network for Improving Accuracy and Training Convergence Speed in Object Detection. - Shiwen Zhao; Wei Wang; Junhui Hou; Hai Wu (CoRR, 2024)

Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields. - Siyu Ren; Junhui Hou; Xiaodong Chen; Hongkai Xiong; Wenping Wang 001 (CoRR, 2024)

Self-supervised Learning of LiDAR 3D Point Clouds via 2D-3D Neural Calibration. - Yifan Zhang; Siyu Ren; Junhui Hou; Jinjian Wu; Guangming Shi (CoRR, 2024)

Unsupervised Learning of High-resolution Light Field Imaging via Beam Splitter-based Hybrid Lenses. - Jianxin Lei; Chengcai Xu; Langqing Shi; Junhui Hou; Ping Zhou (CoRR, 2024)

ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds. - Qijian Zhang; Junhui Hou; Ying He 001 (CoRR, 2024)

Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers. - Jiading Li; Zhiyu Zhu; Jinhui Hou; Junhui Hou; Jinjian Wu (CoRR, 2024)

NeCGS: Neural Compression for 3D Geometry Sets. - Siyu Ren; Junhui Hou; Wenping Wang 001 (CoRR, 2024)

SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid Registration. - Yuxin Yao; Bailin Deng; Junhui Hou; Juyong Zhang (CoRR, 2024)

MoDGS: Dynamic Gaussian Splatting from Causually-captured Monocular Videos. - Qingming Liu; Yuan Liu 025; Jiepeng Wang 001; Xianqiang Lv; Peng Wang 099; Wenping Wang 001; Junhui Hou (CoRR, 2024)

Learning Unsigned Distance Fields from Local Shape Functions for 3D Surface Reconstruction. - Jiangbei Hu; Yanggeng Li; Fei Hou 001; Junhui Hou; Zhebin Zhang; Shengfa Wang; Na Lei; Ying He 001 (CoRR, 2024)

Self-supervised 3D Point Cloud Completion via Multi-view Adversarial Learning. - Lintai Wu; Xianjing Cheng; Junhui Hou; Yong Xu 001; Huanqiang Zeng (CoRR, 2024)

OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking. - Zekun Qian; Ruize Han; Wei Feng 005; Junhui Hou; Linqi Song; Song Wang 002 (CoRR, 2024)

Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method. - Yuji Lin; Xianqiang Lyu; Junhui Hou; Qian Zhao 002; Deyu Meng (CoRR, 2024)

Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration. - Zhiyu Zhu; Jinhui Hou; Hui Liu 032; Huanqiang Zeng; Junhui Hou (CoRR, 2024)

VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking. - Zekun Qian; Ruize Han; Junhui Hou; Linqi Song; Wei Feng 005 (CoRR, 2024)

GausSurf: Geometry-Guided 3D Gaussian Splatting for Surface Reconstruction. - Jiepeng Wang 001; Yuan Liu 025; Peng Wang 099; Cheng Lin 001; Junhui Hou; Xin Li 003; Taku Komura; Wenping Wang 001 (CoRR, 2024)

Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations? - Yifan Zhang; Junhui Hou (CoRR, 2024)

ResFlow: Fine-tuning Residual Optical Flow for Event-based High Temporal Resolution Motion Estimation. - Qianang Zhou; Zhiyu Zhu; Junhui Hou; Yongjian Deng; You-Fu Li 001; Junlin Xiong (CoRR, 2024)

Unsupervised video-based action recognition using two-stream generative adversarial network. - Wei Lin 021; Huanqiang Zeng; Jianqing Zhu; Chih-Hsien Hsia; Junhui Hou; Kai-Kuang Ma (Neural Comput. Appl., 2024)

Tucker Decomposition and Log-Gabor Feature-Based Quality Assessment for the Screen Content Videos. - Hailiang Huang; Huanqiang Zeng; Jing Chen 001; Junhui Hou; Chih-Hsien Hsia; Kai-Kuang Ma (IEEE Trans. Instrum. Meas., 2024)

Enhancing Low-Light Light Field Images With a Deep Compensation Unfolding Network. - Xianqiang Lyu; Junhui Hou (IEEE Trans. Image Process., 2024)

A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks. - Yifan Zhang; Junhui Hou; Yixuan Yuan (Int. J. Comput. Vis., 2024)

Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising. - Xianqiang Lyu; Junhui Hou (Int. J. Comput. Vis., 2024)

PointVST: Self-Supervised Pre-Training for 3D Point Clouds via View-Specific Point-to-Image Translation. - Qijian Zhang; Junhui Hou (IEEE Trans. Vis. Comput. Graph., 2024)

Light Field Depth Estimation via Stitched Epipolar Plane Images. - Ping Zhou; Langqing Shi; Xiaoyang Liu; Jing Jin 006; Yuting Zhang; Junhui Hou (IEEE Trans. Vis. Comput. Graph., 2024)

Superpixel Graph Contrastive Clustering With Semantic-Invariant Augmentations for Hyperspectral Images. - Jianhan Qi; Yuheng Jia; Hui Liu 032; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2024)

Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. - Jinhui Hou; Zhiyu Zhu; Junhui Hou; Hui Liu 032; Huanqiang Zeng; Deyu Meng (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Dynamic 3D Point Cloud Sequences as 2D Videos. - Yiming Zeng 002; Junhui Hou; Qijian Zhang; Siyu Ren; Wenping Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection. - Yifan Zhang; Zhiyu Zhu; Junhui Hou; Dapeng Wu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions. - Jiangbei Hu; Yanggeng Li; Fei Hou 001; Junhui Hou; Zhebin Zhang; Shengfa Wang; Na Lei; Ying He 001 (CVPR, 2025)

Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation. - Kendong Liu; Zhiyu Zhu; Hui Liu 032; Junhui Hou (CVPR, 2025)

LFTramba: Comprehensive Information Learning for Light Field Image Super-Resolution via A Hybrid Transformer-Mamba Framework. - Haosong Liu; Xiancheng Zhu; Huanqiang Zeng; Jianqing Zhu; Yifan Shi; Jing Chen 001; Junhui Hou (CVPR Workshops, 2025)

NTIRE 2025 Challenge on Light Field Image Super-Resolution: Methods and Results. - Yingqian Wang 002; Zhengyu Liang; Fengyuan Zhang; Lvli Tian; Longguang Wang; Juncheng Li 013; Jungang Yang 001; Radu Timofte; Yulan Guo; Kai Jin; Zeqiang Wei; Angulia Yang; et al. (CVPR Workshops, 2025)

RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos. - Yuxin Yao; Zhi Deng; Junhui Hou (CVPR, 2025)

Towards Calibrated Deep Clustering Network. - Yuheng Jia; Jianhong Cheng; Hui Liu 032; Junhui Hou (ICLR, 2025)

MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors. - Qingming Liu; Yuan Liu 025; Jiepeng Wang 001; Xianqiang Lyu; Peng Wang 099; Wenping Wang 001; Junhui Hou (ICLR, 2025)

ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models. - Jianrong Lu; Zhiyu Zhu; Junhui Hou (ICLR, 2025)

Shape as Line Segments: Accurate and Flexible Implicit Surface Representation. - Siyu Ren; Junhui Hou (ICLR, 2025)

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer. - Meng You; Zhiyu Zhu; Hui Liu 032; Junhui Hou (ICLR, 2025)

Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning. - Fuchao Yang; Jianhong Cheng; Hui Liu 032; Yongqiang Dong; Yuheng Jia; Junhui Hou (KDD (1), 2025)

Synthetic-to-Real Video Person Re-ID. - Xiangqun Zhang 003; Ruize Han; Likai Wang 002; Linqi Song; Junhui Hou; Wei Feng 005 (IEEE Trans. Inf. Forensics Secur., 2025)

Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation. - Bo Han; Yuheng Jia; Hui Liu 032; Junhui Hou (IEEE Trans. Image Process., 2025)

Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion. - Lintai Wu; Qijian Zhang; Junhui Hou; Yong Xu 001 (IEEE Trans. Multim., 2025)

PointMCD: Boosting Deep Point Cloud Encoders via Multi-View Cross-Modal Distillation for 3D Shape Recognition. - Qijian Zhang; Junhui Hou; Yue Qian (IEEE Trans. Multim., 2025)

Spatially-guided Temporal Aggregation for Robust Event-RGB Optical Flow Estimation. - Qianang Zhou; Junhui Hou; Meiyi Yang; Yongjian Deng; Youfu Li 001; Junlin Xiong (CoRR, 2025)

CSTA: Spatial-Temporal Causal Adaptive Learning for Exemplar-Free Video Class-Incremental Learning. - Tieyuan Chen; Huabin Liu 001; Chern Hong Lim; John See; Xing Gao 005; Junhui Hou; Weiyao Lin (CoRR, 2025)

CS-Net:Contribution-based Sampling Network for Point Cloud Simplification. - Tian Guo; Chen Chen; Hui Yuan 001; Xiaolong Mao; Raouf Hamzaoui; Junhui Hou (CoRR, 2025)

HuGDiffusion: Generalizable Single-Image Human Rendering via 3D Gaussian Diffusion. - Yingzhi Tang; Qijian Zhang; Junhui Hou (CoRR, 2025)

Unveiling the Power of Self-Supervision for Multi-View Multi-Human Association and Tracking. - Wei Feng 005; Fei Wang 032; Ruize Han; Yiyang Gan; Zekun Qian; Junhui Hou; Song Wang 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

A No-Reference Quality Assessment Model for Screen Content Videos via Hierarchical Spatiotemporal Perception. - Zhihong Liu; Huanqiang Zeng; Jing Chen 001; Rui Ding; Yifan Shi; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2025)

SuperCarver: Texture-Consistent 3D Geometry Super-Resolution for High-Fidelity Surface Detail Generation. - Qijian Zhang; Xiaozheng Jian; Xuan Zhang; Wenping Wang 001; Junhui Hou (CoRR, 2025)

RBFIM: Perceptual Quality Assessment for Compressed Point Clouds Using Radial Basis Function Interpolation. - Zhang Chen; Shuai Wan; Siyu Ren; Fuzheng Yang 001; Mengting Yu; Junhui Hou (CoRR, 2025)

FlexPara: Flexible Neural Surface Parameterization. - Yuming Zhao; Qijian Zhang; Junhui Hou; Jiazhi Xia; Wenping Wang 001; Ying He 001 (CoRR, 2025)

Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds. - Hao Jing; Anhong Wang; Yifan Zhang; Donghan Bu; Junhui Hou (CoRR, 2025)

Generalization Performance of Ensemble Clustering: From Theory to Algorithm. - Xu Zhang; Haoye Qiu; Weixuan Liang; Hui Liu 032; Junhui Hou; Yuheng Jia (CoRR, 2025)

Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering. - Jianhan Qi; Yuheng Jia; Hui Liu 032; Junhui Hou (CoRR, 2025)

ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image Compression. - Yufeng Zhang; Wenrui Dai; Hang Yu 002; Shizhan Liu; Junhui Hou; Jianguo Li; Weiyao Lin (CoRR, 2025)

Boosting 3D Object Detection With Semantic-Aware Multi-Branch Framework. - Hao Jing; Anhong Wang; Lijun Zhao 002; Yakun Yang; Donghan Bu; Jing Zhang; Yifan Zhang; Junhui Hou (IEEE Trans. Circuits Syst. Video Technol., 2025)

Human as Points: Explicit Point-Based 3D Human Reconstruction From Single-View RGB Images. - Yingzhi Tang; Qijian Zhang; Yebin Liu; Junhui Hou (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DDM: A Metric for Comparing 3D Shapes Using Directional Distance Fields. - Siyu Ren; Junhui Hou; Xiaodong Chen; Hongkai Xiong; Wenping Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Monge-Ampere Regularization for Learning Arbitrary Shapes From Point Clouds. - Chuanxiang Yang; Yuanfeng Zhou; Guangshun Wei; Long Ma 009; Junhui Hou; Yuan Liu 025; Wenping Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Rendering-Oriented 3D Point Cloud Attribute Compression Using Sparse Tensor-Based Transformer. - Xiao Huo; Junhui Hou; Shuai Wan; Fuzheng Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

On Optimal Sampling for Learning SDF Using MLPs Equipped With Positional Encoding. - Guying Lin; Lei Yang 048; Yuan Liu 025; Congyi Zhang; Junhui Hou; Xiaogang Jin 001; Taku Komura; John Keyser; Wenping Wang 001 (IEEE Trans. Vis. Comput. Graph., 2025)

3D Shape Completion on Unseen Categories: A Weakly-Supervised Approach. - Lintai Wu; Junhui Hou; Linqi Song; Yong Xu 001 (IEEE Trans. Vis. Comput. Graph., 2025)

Decoupling Dynamic Monocular Videos for Dynamic View Synthesis. - Meng You; Junhui Hou (IEEE Trans. Vis. Comput. Graph., 2025)