Junhui Hou

According to our database, Junhui Hou authored at least 260 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Light Field Depth Estimation via Stitched Epipolar Plane Images.

Ping Zhou, Langqing Shi, Xiaoyang Liu, Jing Jin, Yuting Zhang, Junhui Hou

IEEE Trans. Vis. Comput. Graph., October, 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., October, 2024

Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising.

Xianqiang Lyu, Junhui Hou

Int. J. Comput. Vis., June, 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., May, 2024

Enhancing Low-Light Light Field Images With a Deep Compensation Unfolding Network.

Xianqiang Lyu, Junhui Hou

IEEE Trans. Image Process., 2024

Tucker Decomposition and Log-Gabor Feature-Based Quality Assessment for the Screen Content Videos.

Hailiang Huang, Huanqiang Zeng, Jing Chen, Junhui Hou, Chih-Hsien Hsia, Kai-Kuang Ma

IEEE Trans. Instrum. Meas., 2024

Unsupervised video-based action recognition using two-stream generative adversarial network.

Wei Lin, Huanqiang Zeng, Jianqing Zhu, Chih-Hsien Hsia, Junhui Hou, Kai-Kuang Ma

Neural Comput. Appl., 2024

E-Motion: Future Motion Simulation via Event Sequence Diffusion.

Song Wu, Zhiyu Zhu, Junhui Hou, Guangming Shi, Jinjian Wu

CoRR, 2024

VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking.

Zekun Qian, Ruize Han, Junhui Hou, Linqi Song, Wei Feng

CoRR, 2024

Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration.

Zhiyu Zhu, Jinhui Hou, Hui Liu, Huanqiang Zeng, Junhui Hou

CoRR, 2024

Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method.

Yuji Lin, Xianqiang Lyu, Junhui Hou, Qian Zhao, Deyu Meng

CoRR, 2024

OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking.

Zekun Qian, Ruize Han, Wei Feng, Junhui Hou, Linqi Song, Song Wang

CoRR, 2024

Self-supervised 3D Point Cloud Completion via Multi-view Adversarial Learning.

Lintai Wu, Xianjing Cheng, Junhui Hou, Yong Xu, Huanqiang Zeng

CoRR, 2024

Boosting 3D Object Detection with Semantic-Aware Multi-Branch Framework.

Hao Jing, Anhong Wang, Lijun Zhao, Yakun Yang, Donghan Bu, Jing Zhang, Yifan Zhang, Junhui Hou

CoRR, 2024

Learning Unsigned Distance Fields from Local Shape Functions for 3D Surface Reconstruction.

Jiangbei Hu, Yanggeng Li, Fei Hou, Junhui Hou, Zhebin Zhang, Shengfa Wang, Na Lei, Ying He

CoRR, 2024

MoDGS: Dynamic Gaussian Splatting from Causually-captured Monocular Videos.

Qingming Liu, Yuan Liu, Jiepeng Wang, Xianqiang Lv, Peng Wang, Wenping Wang, Junhui Hou

CoRR, 2024

SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid Registration.

Yuxin Yao, Bailin Deng, Junhui Hou, Juyong Zhang

CoRR, 2024

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer.

Meng You, Zhiyu Zhu, Hui Liu, Junhui Hou

CoRR, 2024

NeCGS: Neural Compression for 3D Geometry Sets.

Siyu Ren, Junhui Hou, Wenping Wang

CoRR, 2024

Flatten Anything: Unsupervised Neural Surface Parameterization.

Qijian Zhang, Junhui Hou, Wenping Wang, Ying He

CoRR, 2024

Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models.

Yifan Zhang, Junhui Hou

CoRR, 2024

Denoising Distillation Makes Event-Frame Transformers as Accurate Gaze Trackers.

Jiading Li, Zhiyu Zhu, Jinhui Hou, Junhui Hou, Jinjian Wu

CoRR, 2024

ParaPoint: Learning Global Free-Boundary Surface Parameterization of 3D Point Clouds.

Qijian Zhang, Junhui Hou, Ying He

CoRR, 2024

Towards Calibrated Deep Clustering Network.

Yuheng Jia, Jianhong Cheng, Hui Liu, Junhui Hou

CoRR, 2024

Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images.

Jianhan Qi, Yuheng Jia, Hui Liu, Junhui Hou

CoRR, 2024

Dynamic 3D Point Cloud Sequences as 2D Videos.

Yiming Zeng, Junhui Hou, Qijian Zhang, Siyu Ren, Wenping Wang

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

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

3D Shape Completion on Unseen Categories: A Weakly-supervised Approach.

Lintai Wu, Junhui Hou, Linqi Song, Yong Xu

CoRR, 2024

Measuring the Discrepancy between 3D Geometric Models using Directional Distance Fields.

Siyu Ren, Junhui Hou, Xiaodong Chen, Hongkai Xiong, Wenping Wang

CoRR, 2024

On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding.

Guying Lin, Lei Yang, Yuan Liu, Congyi Zhang, Junhui Hou, Xiaogang Jin, Taku Komura, John Keyser, Wenping Wang

CoRR, 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

Rethinking the One-shot Object Detection: Cross-Domain Object Search.

Yupeng Zhang, Shuqi Zheng, Ruize Han, Yuzhong Feng, Junhui Hou, Linqi Song, Wei Feng, Liang Wan

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering.

Xianqiang Lyu, Hui Liu, Junhui Hou

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Noisy Label Removal for Partial Multi-Label Learning.

Fuchao Yang, Yuheng Jia, Hui Liu, Yongqiang Dong, Junhui Hou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FairMatch: Promoting Partial Label Learning by Unlabeled Samples.

Jiahao Jiang, Yuheng Jia, Hui Liu, Junhui Hou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DynoSurf: Neural Deformation-Based Temporally Consistent Dynamic Surface Reconstruction.

Yuxin Yao, Siyu Ren, Junhui Hou, Zhi Deng, Juyong Zhang, Wenping Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens.

Zhiwen Chen, Zhiyu Zhu, Yifan Zhang, Junhui Hou, Guangming Shi, Jinjian Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

PU-Flow: A Point Cloud Upsampling Network With Normalizing Flows.

Aihua Mao, Zihui Du, Junhui Hou, Yaqi Duan, Yong-Jin Liu, Ying He

IEEE Trans. Vis. Comput. Graph., December, 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., December, 2023

Task-Oriented Compact Representation of 3D Point Clouds via A Matrix Optimization-Driven Network.

Yue Qian, Junhui Hou, Qijian Zhang, Yiming Zeng, Sam Kwong, Ying He

IEEE Trans. Circuits Syst. Video Technol., November, 2023

Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses.

Jing Jin, Mantang Guo, Junhui Hou, Hui Liu, Hongkai Xiong

IEEE Trans. Pattern Anal. Mach. Intell., October, 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., October, 2023

Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis.

Qijian Zhang, Junhui Hou, Yue Qian, Yiming Zeng, Juyong Zhang, Ying He

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Content-Aware Warping for View Synthesis.

Mantang Guo, Junhui Hou, Jing Jin, Hui Liu, Huanqiang Zeng, Jiwen Lu

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification.

Dingyuan Zheng, Jimin Xiao, Mingjie Sun, Huihui Bai, Junhui Hou

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Deep Attention-Guided Graph Clustering With Dual Self-Supervision.

Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.

Yuheng Jia, Guanxing Lu, Hui Liu, Junhui Hou

IEEE Trans. Circuits Syst. Video Technol., July, 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

Comput. Electron. Agric., July, 2023

CorrI2P: Deep Image-to-Point Cloud Registration via Dense Correspondence.

Siyu Ren, Yiming Zeng, Junhui Hou, Xiaodong Chen

IEEE Trans. Circuits Syst. Video Technol., March, 2023

Exploiting Manifold Feature Representation for Efficient Classification of 3D Point Clouds.

Dinghao Yang, Wei Gao, Ge Li, Hui Yuan, Junhui Hou, Sam Kwong

ACM Trans. Multim. Comput. Commun. Appl., February, 2023

ECSNet: Spatio-Temporal Feature Learning for Event Camera.

Zhiwen Chen, Jinjian Wu, Junhui Hou, Leida Li, Weisheng Dong, Guangming Shi

IEEE Trans. Circuits Syst. Video Technol., February, 2023

Light Field Compression With Graph Learning and Dictionary-Guided Sparse Coding.

Yuchen Zhang, Wenrui Dai, Yong Li, Chenglin Li, Junhui Hou, Junni Zou, Hongkai Xiong

IEEE Trans. Multim., 2023

A Two-Level Rectification Attention Network for Scene Text Recognition.

Lintai Wu, Yong Xu, Junhui Hou, C. L. Philip Chen, Cheng-Lin Liu

IEEE Trans. Multim., 2023

Learning a Locally Unified 3D Point Cloud for View Synthesis.

Meng You, Mantang Guo, Xianqiang Lyu, Hui Liu, Junhui Hou

IEEE Trans. Image Process., 2023

GQE-Net: A Graph-Based Quality Enhancement Network for Point Cloud Color Attribute.

Jinrui Xing, Hui Yuan, Raouf Hamzaoui, Hao Liu, Junhui Hou

IEEE Trans. Image Process., 2023

EGRC-Net: Embedding-Induced Graph Refinement Clustering Network.

Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou

IEEE Trans. Image Process., 2023

t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images.

Yang-Jun Deng, Heng-Chao Li, Siqiao Tan, Junhui Hou, Qian Du, Antonio Plaza

IEEE Trans. Geosci. Remote. Sens., 2023

Semi-supervised adaptive kernel concept factorization.

Wenhui Wu, Junhui Hou, Shiqi Wang, Sam Kwong, Yu Zhou

Pattern Recognit., 2023

Guest Editorial: machine learning for visual information processing & understanding.

Huanqiang Zeng, Jiuwen Cao, Yimin Yang, Junhui Hou

J. Ambient Intell. Humaniz. Comput., 2023

Segment Any Events via Weighted Adaptation of Pivotal Tokens.

Zhiwen Chen, Zhiyu Zhu, Yifan Zhang, Junhui Hou, Guangming Shi, Jinjian Wu

CoRR, 2023

Cross-BERT for Point Cloud Pretraining.

Xin Li, Peng Li, Zeyong Wei, Zhe Zhu, Mingqiang Wei, Junhui Hou, Liangliang Nan, Jing Qin, Haoran Xie, Fu Lee Wang

CoRR, 2023

Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images.

Yingzhi Tang, Qijian Zhang, Junhui Hou, Yebin Liu

CoRR, 2023

Spatial-Temporal Enhanced Transformer Towards Multi-Frame 3D Object Detection.

Yifan Zhang, Zhiyu Zhu, Junhui Hou

CoRR, 2023

Unleash the Potential of 3D Point Cloud Modeling with A Calibrated Local Geometry-driven Distance Metric.

Siyu Ren, Junhui Hou

CoRR, 2023

Decoupling Dynamic Monocular Videos for Dynamic View Synthesis.

Meng You, Junhui Hou

CoRR, 2023

Bidirectional Propagation for Cross-Modal 3D Object Detection.

Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing

CoRR, 2023

Deep Diversity-Enhanced Feature Representation of Hyperspectral Images.

Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng

CoRR, 2023

Unleash the Potential of Image Branch for Cross-modal 3D Object Detection.

Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries.

Qijian Zhang, Junhui Hou, Yohanes Yudhi Adikusuma, Wenping Wang, Ying He

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Global Structure-Aware Diffusion Process for Low-light Image Enhancement.

Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Hui Yuan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness.

Shengshan Hu, Wei Liu, Minghui Li, Yechao Zhang, Xiaogeng Liu, Xianlong Wang, Leo Yu Zhang, Junhui Hou

Proceedings of the 31st ACM International Conference on Multimedia, 2023

CAS-Net: Cascade Attention-Based Sampling Neural Network for Point Cloud Simplification.

Chen Chen, Hui Yuan, Hao Liu, Junhui Hou, Raouf Hamzaoui

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers.

Zhiyu Zhu, Junhui Hou, Dapeng Oliver Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Downstream-agnostic Adversarial Examples.

Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation.

Siyu Ren, Junhui Hou, Xiaodong Chen, Ying He, Wenping Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples.

Shengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin, Lichao Sun

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

Adaptive Attribute and Structure Subspace Clustering Network.

Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou

IEEE Trans. Image Process., 2022

PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling.

Hao Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Wei Gao

IEEE Trans. Image Process., 2022

Occlusion-Aware Unsupervised Learning of Depth From 4-D Light Fields.

Jing Jin, Junhui Hou

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, Jianqing Zhu, Kai-Kuang Ma

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

IEEE Trans. Image Process., 2022

Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration.

Jie Chen, Zaifeng Yang, Tsz Nam Chan, Hui Li, Junhui Hou, Lap-Pui Chau

IEEE Trans. Image Process., 2022

Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery.

Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang

IEEE Trans. Cybern., 2022

Maximum Entropy Subspace Clustering Network.

Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang

IEEE Trans. Circuits Syst. Video Technol., 2022

A Hybrid Compression Framework for Color Attributes of Static 3D Point Clouds.

Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Huanqiang Zeng, Sam Kwong

IEEE Trans. Circuits Syst. Video Technol., 2022

Learning Low-Rank Graph With Enhanced Supervision.

Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang

IEEE Trans. Circuits Syst. Video Technol., 2022

Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification.

Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang

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

Self-Supervised Symmetric Nonnegative Matrix Factorization.

Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang

IEEE Trans. Circuits Syst. Video Technol., 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

Deep Coarse-to-Fine Dense Light Field Reconstruction With Flexible Sampling and Geometry-Aware Fusion.

Jing Jin, Junhui Hou, Jie Chen, Huanqiang Zeng, Sam Kwong, Jingyi Yu

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Deep Spatial-Angular Regularization for Light Field Imaging, Denoising, and Super-Resolution.

Mantang Guo, Junhui Hou, Jing Jin, Jie Chen, Lap-Pui Chau

IEEE Trans. Pattern Anal. Mach. Intell., 2022

RegGeoNet: Learning Regular Representations for Large-Scale 3D Point Clouds.

Qijian Zhang, Junhui Hou, Yue Qian, Antoni B. Chan, Juyong Zhang, Ying He

Int. J. Comput. Vis., 2022

Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation.

Qijian Zhang, 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

Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion.

Lintai Wu, Qijian Zhang, Junhui Hou, Yong Xu

CoRR, 2022

Graph Augmentation Clustering Network.

Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou

CoRR, 2022

Learning A Unified 3D Point Cloud for View Synthesis.

Meng You, Mantang Guo, Xianqiang Lyu, Hui Liu, Junhui Hou

CoRR, 2022

Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising.

Jinhui Hou, Zhiyu Zhu, Hui Liu, Junhui Hou

CoRR, 2022

Multi-View Vision-to-Geometry Knowledge Transfer for 3D Point Cloud Shape Analysis.

Qijian Zhang, Junhui Hou, Yue Qian

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

CoRR, 2022

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.

Guanxing Lu, Yuheng Jia, Junhui Hou

CoRR, 2022

Light Field Depth Estimation Based on Stitched-EPI.

Ping Zhou, Xiaoyang Liu, Jing Jin, Yuting Zhang, Junhui Hou

CoRR, 2022

Learning hyperspectral images from RGB images via a coarse-to-fine CNN.

Shaohui Mei, Yunhao Geng, Junhui Hou, Qian Du

Sci. China Inf. Sci., 2022

Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds.

Zhiyu Zhu, Junhui Hou, Xianqiang Lyu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AEDNet: Asynchronous Event Denoising with Spatial-Temporal Correlation among Irregular Data.

Huachen Fang, Jinjian Wu, Leida Li, Junhui Hou, Weisheng Dong, Guangming Shi

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment.

Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan, Ying He

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation.

Yingzhi Tang, Yue Qian, Qijian Zhang, Yiming Zeng, Junhui Hou, Xuefei Zhe

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

SIAT-PCQD: Subjective Point Cloud Quality Database with 6DoF Head-mounted Display.

Xinju Wu, Yun Zhang, Chunling Fan, Junhui Hou, Sam Kwong

Dataset, May, 2021

Convolutional Neural Networks With Dynamic Regularization.

Yi Wang, Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau

IEEE Trans. Neural Networks Learn. Syst., 2021

Joint Optimization for Pairwise Constraint Propagation.

Yuheng Jia, Wenhui Wu, Ran Wang, Junhui Hou, Sam Kwong

IEEE Trans. Neural Networks Learn. Syst., 2021

Constrained Clustering With Dissimilarity Propagation-Guided Graph-Laplacian PCA.

Yuheng Jia, Junhui Hou, Sam Kwong

IEEE Trans. Neural Networks Learn. Syst., 2021

Patch Based Video Summarization With Block Sparse Representation.

Shaohui Mei, Mingyang Ma, Shuai Wan, Junhui Hou, Zhiyong Wang, David Dagan Feng

IEEE Trans. Multim., 2021

Model-Based Joint Bit Allocation Between Geometry and Color for Video-Based 3D Point Cloud Compression.

Qi Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Honglei Su

IEEE Trans. Multim., 2021

Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning.

Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou

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

IEEE Trans. Image Process., 2021

A Self-Training Approach for Point-Supervised Object Detection and Counting in Crowds.

Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau

IEEE Trans. Image Process., 2021

Deep Magnification-Flexible Upsampling Over 3D Point Clouds.

Yue Qian, Junhui Hou, Sam Kwong, Ying He

IEEE Trans. Image Process., 2021

Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression.

Qi Liu, Hui Yuan, Raouf Hamzaoui, Honglei Su, Junhui Hou, Huan Yang

IEEE Trans. Image Process., 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

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

Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization.

Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong

IEEE Trans. Cybern., 2021

Subjective Quality Database and Objective Study of Compressed Point Clouds With 6DoF Head-Mounted Display.

Xinju Wu, Yun Zhang, Chunling Fan, Junhui Hou, Sam Kwong

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, Jianqing Zhu, Kai-Kuang Ma

IEEE Trans. Circuits Syst. Video Technol., 2021

PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection.

Qi Liu, Hui Yuan, Honglei Su, Hao Liu, Yu Wang, Huan Yang, Junhui Hou

IEEE Trans. Circuits Syst. Video Technol., 2021

Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation.

Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang

IEEE Trans. Circuits Syst. Video Technol., 2021

Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images.

Zhiyu Zhu, Hui Liu, Junhui Hou, Sen Jia, Qingfu Zhang

IEEE Trans. Computational Imaging, 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

PU-Flow: a Point Cloud Upsampling Networkwith Normalizing Flows.

Aihua Mao, Zihui Du, Junhui Hou, Yaqi Duan, Yong-Jin Liu, Ying He

CoRR, 2021

Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses.

Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong

CoRR, 2021

Attention-driven Graph Clustering Network.

Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Spatial-angular Fusion for Compressive Light Field Imaging in a Cycle-consistent Framework.

Xianqiang Lyu, Zhiyu Zhu, Mantang Guo, Jing Jin, Junhui Hou, Huanqiang Zeng

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

DRLFNet: A Dense-Connection Residual Learning Neural Network for Light Field Super Resolution.

Congrui Fu, Xin Ma, Yao Liu, Junhui Hou, Hui Yuan

Proceedings of the Image and Graphics - 11th International Conference, 2021

Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild.

Zhiyu Zhu, Hui Liu, Junhui Hou, Huanqiang Zeng, Qingfu Zhang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines.

Mantang Guo, Jing Jin, Hui Liu, Junhui Hou

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds.

Yiming Zeng, Yue Qian, Zhiyu Zhu, Junhui Hou, Hui Yuan, Ying He

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Recurrent Multi-View Alignment Network for Unsupervised Surface Registration.

Wanquan Feng, Juyong Zhang, Hongrui Cai, Haofei Xu, Junhui Hou, Hujun Bao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Clustering Ensemble Meets Low-rank Tensor Approximation.

Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Clustering-Aware Graph Construction: A Joint Learning Perspective.

Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong

IEEE Trans. Signal Inf. Process. over Networks, 2020

Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization.

Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong

IEEE Trans. Neural Networks Learn. Syst., 2020

Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization.

Yuheng Jia, Sam Kwong, Junhui Hou, Wenhui Wu

IEEE Trans. Neural Networks Learn. Syst., 2020

Light Field Image Quality Assessment via the Light Field Coherence.

Yu Tian, Huanqiang Zeng, Junhui Hou, Jing Chen, 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

3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation.

Shuai Gu, Junhui Hou, Huanqiang Zeng, Hui Yuan, Kai-Kuang Ma

IEEE Trans. Image Process., 2020

Screen Content Video Quality Assessment: Subjective and Objective Study.

Shan Cheng, Huanqiang Zeng, Jing Chen, Junhui Hou, Jianqing Zhu, Kai-Kuang Ma

IEEE Trans. Image Process., 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

Correlation Filter Tracking via Distractor-Aware Learning and Multi-Anchor Detection.

Guochun Chen, Gengzheng Pan, Yongxin Zhou, Wenxiong Kang, Junhui Hou, Feiqi Deng

IEEE Trans. Circuits Syst. Video Technol., 2020

An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP.

Hui Yuan, Xiaoqian Hu, Junhui Hou, Xuekai Wei, Sam Kwong

IEEE Trans. Broadcast., 2020

A Comprehensive Study and Comparison of Core Technologies for MPEG 3-D Point Cloud Compression.

Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Ju Liu

IEEE Trans. Broadcast., 2020

Non-Negative Transfer Learning With Consistent Inter-Domain Distribution.

Zhihao Peng, Yuheng Jia, Junhui Hou

IEEE Signal Process. Lett., 2020

3D Point Cloud Attribute Compression via Graph Prediction.

Shuai Gu, Junhui Hou, Huanqiang Zeng, Hui Yuan

IEEE Signal Process. Lett., 2020

Single image-based head pose estimation with spherical parametrization and 3D morphing.

Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao

Pattern Recognit., 2020

Hyperspectral Image Classification via Sparse Representation With Incremental Dictionaries.

Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du

IEEE Geosci. Remote. Sens. Lett., 2020

Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos.

Hui Yuan, Shiyun Zhao, Junhui Hou, Xuekai Wei, Sam Kwong

IEEE J. Sel. Top. Signal Process., 2020

Video summarization via block sparse dictionary selection.

Mingyang Ma, Shaohui Mei, Shuai Wan, Junhui Hou, Zhiyong Wang, David Dagan Feng

Neurocomputing, 2020

ParaNet: Deep Regular Representation for 3D Point Clouds.

Qijian Zhang, Junhui Hou, Yue Qian, Juyong Zhang, Ying He

CoRR, 2020

Deep Magnification-Arbitrary Upsampling over 3D Point Clouds.

Yue Qian, Junhui Hou, Sam Kwong, Ying He

CoRR, 2020

Reduced Reference Perceptual Quality Model and Application to Rate Control for 3D Point Cloud Compression.

Qi Liu, Hui Yuan, Raouf Hamzaoui, Honglei Su, Junhui Hou, Huan Yang

CoRR, 2020

Deep Selective Combinatorial Embedding and Consistency Regularization for Light Field Super-resolution.

Jing Jin, Junhui Hou, Zhiyu Zhu, Jie Chen, Sam Kwong

CoRR, 2020

MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling.

Yue Qian, Junhui Hou, Yiming Zeng, Qijian Zhang, Sam Kwong, Ying He

CoRR, 2020

When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks.

Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou, Yi Wang, Lap-Pui Chau

CoRR, 2020

Rate Distortion Optimized Joint Bit Allocation between Geometry and Color for Video-based 3D Point Cloud Compression.

Qi Liu, Hui Yuan, Junhui Hou, Raouf Hamzaoui, Honglei Su

CoRR, 2020

CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection.

Qijian Zhang, Runmin Cong, Junhui Hou, Chongyi Li, Yao Zhao

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Light Field Super-resolution via Attention-Guided Fusion of Hybrid Lenses.

Jing Jin, Junhui Hou, Jie Chen, Sam Kwong, Jingyi Yu

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Lossy Geometry Compression Of 3d Point Cloud Data Via An Adaptive Octree-Guided Network.

Xuanzheng Wen, Xu Wang, Junhui Hou, Lin Ma, Yu Zhou, Jianmin Jiang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Accurate Light Field Depth Estimation via an Occlusion-Aware Network.

Chunle Guo, Jing Jin, Junhui Hou, Jie Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Surface Consistent Light Field Extrapolation Over Stratified Disparity And Spatial Granularities.

Jie Chen, Lap-Pui Chau, Junhui Hou

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

PUGeo-Net: A Geometry-Centric Network for 3D Point Cloud Upsampling.

Yue Qian, Junhui Hou, Sam Kwong, Ying He

Proceedings of the Computer Vision - ECCV 2020, 2020

Deep Spatial-Angular Regularization for Compressive Light Field Reconstruction over Coded Apertures.

Mantang Guo, Junhui Hou, Jing Jin, Jie Chen, Lap-Pui Chau

Proceedings of the Computer Vision - ECCV 2020, 2020

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization.

Jing Jin, Junhui Hou, Jie Chen, Sam Kwong

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network.

Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep Quadruplet Appearance Learning for Vehicle Re-Identification.

Jinhui Hou, Huanqiang Zeng, Jianqing Zhu, Junhui Hou, Jing Chen, Kai-Kuang Ma

IEEE Trans. Veh. Technol., 2019

Light Field Spatial Super-Resolution Using Deep Efficient Spatial-Angular Separable Convolution.

Henry Wing Fung Yeung, Junhui Hou, Xiaoming Chen, Jie Chen, Zhibo Chen, Yuk Ying Chung

IEEE Trans. Image Process., 2019

Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization.

Wenhui Wu, Sam Kwong, Junhui Hou, Yuheng Jia, Horace Ho-Shing Ip

IEEE Trans. Image Process., 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

Light Field Image Compression Based on Bi-Level View Compensation With Rate-Distortion Optimization.

Junhui Hou, Jie Chen, Lap-Pui Chau

IEEE Trans. Circuits Syst. Video Technol., 2019

Pseudolabel Guided Kernel Learning for Hyperspectral Image Classification.

Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Permuted Sparse Representation for 3D Point Clouds.

Junhui Hou

IEEE Signal Process. Lett., 2019

3D human pose estimation via human structure-aware fully connected network.

Xiaoyan Zhang, Zhenhua Tang, Junhui Hou, Yanbin Hao

Pattern Recognit. Lett., 2019

ImmerTai: Immersive Motion Learning in VR Environments.

Xiaoming Chen, Zhibo Chen, Ye Li, Tianyu He, Junhui Hou, Sen Liu, Ying He

J. Vis. Commun. Image Represent., 2019

Correlation filter tracker with siamese: A robust and real-time object tracking framework.

Gengzheng Pan, Guochun Chen, Wenxiong Kang, Junhui Hou

Neurocomputing, 2019

A Comprehensive Study and Comparison of Core Technologies for MPEG 3D Point Cloud Compression.

Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Ju Liu

CoRR, 2019

Flexible, Fast and Accurate Densely-Sampled Light Field Reconstruction Network.

Jing Jin, Junhui Hou, Jie Chen, Huanqiang Zeng, Sam Kwong, Jingyi Yu

CoRR, 2019

Learning High-fidelity Light Field Images From Hybrid Inputs.

Jing Jin, Junhui Hou, Jie Chen, Sam Kwong, Jingyi Yu

CoRR, 2019

A Single Image based Head Pose Estimation Method with Spherical Parameterization.

Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao

CoRR, 2019

Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion.

Jie Chen, Lap-Pui Chau, Junhui Hou

CoRR, 2019

Imbalance-aware Pairwise Constraint Propagation.

Hui Liu, Yuheng Jia, Junhui Hou, Qingfu Zhang

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Object Counting in Video Surveillance Using Multi-scale Density Map Regression.

Yi Wang, Junhui Hou, Lap-Pui Chau

Proceedings of the IEEE International Conference on Acoustics, 2019

An Articulated Structure-aware Network for 3D Human Pose Estimation.

Zhenhua Tang, Xiaoyan Zhang, Junhui Hou

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization.

Wenhui Wu, Yuheng Jia, Sam Kwong, Junhui Hou

IEEE Trans. Neural Networks Learn. Syst., 2018

Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP.

Hui Yuan, Huayong Fu, Ju Liu, Junhui Hou, Sam Kwong

IEEE Trans. Mob. Comput., 2018

A Gabor Feature-Based Quality Assessment Model for the Screen Content Images.

Zhangkai Ni, Huanqiang Zeng, Lin Ma, Junhui Hou, Jing Chen, Kai-Kuang Ma

IEEE Trans. Image Process., 2018

Accurate Light Field Depth Estimation With Superpixel Regularization Over Partially Occluded Regions.

Jie Chen, Junhui Hou, Yun Ni, Lap-Pui Chau

IEEE Trans. Image Process., 2018

Light Field Compression With Disparity-Guided Sparse Coding Based on Structural Key Views.

Jie Chen, Junhui Hou, Lap-Pui Chau

IEEE Trans. Image Process., 2018

Simultaneous Spatial and Spectral Low-Rank Representation of Hyperspectral Images for Classification.

Shaohui Mei, Junhui Hou, Jie Chen, Lap-Pui Chau, Qian Du

IEEE Trans. Geosci. Remote. Sens., 2018

Semi-Supervised Spectral Clustering With Structured Sparsity Regularization.

Yuheng Jia, Sam Kwong, Junhui Hou

IEEE Signal Process. Lett., 2018

Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework.

Jie Chen, Junhui Hou, Lap-Pui Chau

IEEE Signal Process. Lett., 2018

A multi-scale contrast-based image quality assessment model for multi-exposure image fusion.

Lu Xing, Lei Cai, Huanqiang Zeng, Jing Chen, Jianqing Zhu, Junhui Hou

Signal Process., 2018

Robust Video Content Alignment and Compensation for Clear Vision Through the Rain.

Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li

CoRR, 2018

Hyperspectral Classification Via Spatial Context Exploration with Multi-Scale CNN.

Zhongqi Tian, Jingyu Ji, Shaohui Mei, Junhui Hou, Shuai Wan, Qian Du

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Convex Constrained Clustering with Graph-Laplacian Pca.

Yuheng Jia, Sam Kwong, Junhui Hou, Wenhui Wu

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Light Field Spatial Super-resolution via CNN Guided by A Single High-resolution RGB Image.

Jing Jin, Junhui Hou, Jie Chen, Henry Wing Fung Yeung, Sam Kwong

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Fast Light Field Reconstruction with Deep Coarse-to-Fine Modeling of Spatial-Angular Clues.

Henry Wing Fung Yeung, Junhui Hou, Jie Chen, Yuk Ying Chung, Xiaoming Chen

Proceedings of the Computer Vision - ECCV 2018, 2018

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework.

Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Model-Based Encoding Parameter Optimization for 3D Point Cloud Compression.

Qi Liu, Hui Yuan, Junhui Hou, Hao Liu, Raouf Hamzaoui

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017

Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks.

Shaohui Mei, Jingyu Ji, Junhui Hou, Xu Li, Qian Du

IEEE Trans. Geosci. Remote. Sens., 2017

Sparse Low-Rank Matrix Approximation for Data Compression.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

IEEE Trans. Circuits Syst. Video Technol., 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

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Immersive and collaborative Taichi motion learning in various VR environments.

Tianyu He, Xiaoming Chen, Zhibo Chen, Ye Li, Sen Liu, Junhui Hou, Ying He

Proceedings of the 2017 IEEE Virtual Reality, 2017

Robust human activity recognition using lesser number of wearable sensors.

Di Wang, Edwin Candinegara, Junhui Hou, Ah-Hwee Tan, Chunyan Miao

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

A novel direction-based JND model for perceptual HEVC intra coding.

Zhipeng Zeng, Huanqiang Zeng, Jing Chen, Junhui Hou, Canhui Cai, Kai-Kuang Ma

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Video summarization via temporal collaborative representation of adjacent frames.

Mingyang Ma, Shaohui Mei, Junhui Hou, Shuai Wan, Zhiyong Wang

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Handwritten numeral recognition using multi-task learning.

Jinhui Hou, Huanqiang Zeng, Lei Cai, Jianqing Zhu, Jiuwen Cao, Junhui Hou

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Compression of 3D point clouds using 1D discrete cosine transform.

Shuai Gu, Junhui Hou, Huanqiang Zeng, Jing Chen, Jianqing Zhu, Kai-Kuang Ma

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Multi-view joint learning network for pedestrian gender classification.

Lei Cai, Huanqiang Zeng, Jianqing Zhu, Jiuwen Cao, Junhui Hou, Canhui Cai

Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 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

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Learning sensor-specific features for hyperspectral images via 3-dimensional convolutional autoencoder.

Jingyu Ji, Shaohui Mei, Junhui Hou, Xu Li, Qian Du

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlinear kernel sparse dictionary selection for video summarization.

Mingyang Ma, Shaohui Mei, Junhui Hou, Shuai Wan, Zhiyong Wang, Dagan Feng

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Hyperspectral image super-resolution via convolutional neural network.

Shaohui Mei, Xin Yuan, Jingyu Ji, Shuai Wan, Junhui Hou, Qian Du

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Sparse representation for colors of 3D point cloud via virtual adaptive sampling.

Junhui Hou, Lap-Pui Chau, Ying He, Philip A. Chou

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Video Summarization via Simultaneous Block Sparse Representation.

Mingyang Ma, Shaohui Mei, Shuai Wan, Junhui Hou, Zhiyong Wang, Dagan Feng

Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Single image superresolution by multiple geometrical regressors.

Yu Zhou, Sam Kwong, Junhui Hou

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Light field scene flow with occlusion regularization.

Jie Chen, Yun Ni, Junhui Hou, Lap-Pui Chau

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

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

Spectral Variation Alleviation by Low-Rank Matrix Approximation for Hyperspectral Image Analysis.

Shaohui Mei, Qianqian Bi, Jingyu Ji, Junhui Hou, Qian Du

IEEE Geosci. Remote. Sens. Lett., 2016

Low-latency compression of mocap data using learned spatial decorrelation transform.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

Comput. Aided Geom. Des., 2016

Integrating spectral and spatial information into deep convolutional Neural Networks for hyperspectral classification.

Shaohui Mei, Jingyu Ji, Qianqian Bi, Junhui Hou, Qian Du, Wei Li

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 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

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Sparse two-dimensional singular value decomposition.

Junhui Hou, Jie Chen, Lap-Pui Chau, Ying He

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Robust laplacian matrix learning for smooth graph signals.

Junhui Hou, Lap-Pui Chau, Ying He, Huanqiang Zeng

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Graph-based transform for data decorrelation.

Junhui Hou, Hui Liu, Lap-Pui Chau

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Sparsifying orthogonal transforms with compact bases for data compression.

Junhui Hou, Hui Liu, Lap-Pui Chau, Ying He, Jie Chen

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Random Forest with Suppressed Leaves for Hough Voting.

Hui Liang, Junhui Hou, Junsong Yuan, Daniel Thalmann

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Motion capture data recovery using skeleton constrained singular value thresholding.

Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau

Vis. Comput., 2015

Human Motion Capture Data Tailored Transform Coding.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

IEEE Trans. Vis. Comput. Graph., 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

Compressing 3-D Human Motions via Keyframe-Based Geometry Videos.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

IEEE Trans. Circuits Syst. Video Technol., 2015

CLRMA: Compact Low Rank Matrix Approximation for Data Compression.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

CoRR, 2015

Human Motion Capture Data Compression based on Learned Spatial Transform.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

CoRR, 2015

A linear dependent rate-quantization model for scalable video enhancement layer encoding.

Junhui Hou, Shuai Wan, Zhan Ma, Lap-Pui Chau

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Reordering-based transform for compressing human motion capture data.

Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

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

IEEE Trans. Circuits Syst. Video Technol., 2014

Scalable and Compact Representation for Motion Capture Data Using Tensor Decomposition.

Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann, Ying He

IEEE Signal Process. Lett., 2014

Human Computer Interface for Quadriplegic People Based on Face Position/gesture Detection.

Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau, Nadia Magnenat-Thalmann

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

A novel compression framework for 3D time-varying meshes.

Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann

Proceedings of the IEEE International Symposium on Circuits and Systemss, 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

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

A fast learning algorithm for multi-layer extreme learning machine.

Jiexiong Tang, Chenwei Deng, Guang-Bin Huang, Junhui Hou

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Low-rank based compact representation of motion capture data.

Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Rate-Distortion Model Based Bit Allocation for 3-D Facial Compression Using Geometry Video.

Junhui Hou, Lap-Pui Chau, Ying He, Minqi Zhang, Nadia Magnenat-Thalmann

IEEE Trans. Circuits Syst. Video Technol., 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

Expression-invariant and sparse representation for mesh-based compression for 3-D face models.

Junhui Hou, Lap-Pui Chau, Ying He, Nadia Magnenat-Thalmann

Proceedings of the 2013 Visual Communications and Image Processing, 2013

Human motion capture data recovery via trajectory-based sparse representation.

Junhui Hou, Lap-Pui Chau, Ying He, Jie Chen, Nadia Magnenat-Thalmann

Proceedings of the IEEE International Conference on Image Processing, 2013

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

Dynamic 3-D facial compression using low rank and sparse decomposition.

Junhui Hou, Lap-Pui Chau, Ying He, Dao Thi Phuong Quynh, Nadia Magnenat-Thalmann

Proceedings of the SIGGRAPH Asia 2012 Technical Briefs, Singapore, November 28, 2012

A New Rate-Quantization Model for H.264/AVC Low-Delay Rate Control.

Junhui Hou, Shuai Wan, Zhan Ma, Fuzheng Yang, Lap-Pui Chau

Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012