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

Nov 10, 2020
Qijian Zhang, Runmin Cong, Junhui Hou, Chongyi Li, Yao Zhao

* Accepted by NeurIPS 2020 

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

Sep 26, 2020
Jing Jin, Junhui Hou, Zhiyu Zhu, Jie Chen, Sam Kwong

* 13 pages, 11 figures 

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

Jul 25, 2020
Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau

* 10 pages 

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Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning

Jun 18, 2020
Zhiyu Zhu, Junhui Hou, Jie Chen, Huanqiang Zeng, Jiantao Zhou


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

May 12, 2020
Yue Qian, Junhui Hou, Yiming Zeng, Qijian Zhang, Sam Kwong, Ying He

* 12 pages, 11 figures, 7 tables 

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Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation

Apr 30, 2020
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong, Qingfu Zhang


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

Apr 24, 2020
Zhiyu Zhu, Zhen-Peng Bian, Junhui Hou, Yi Wang, Lap-Pui Chau


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

Apr 05, 2020
Jing Jin, Junhui Hou, Jie Chen, Sam Kwong

* This paper was accepted by CVPR 2020 

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

Mar 07, 2020
Yue Qian, Junhui Hou, Sam Kwong, Ying He

* 17 pages, 10 figures 

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

Feb 26, 2020
Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong

* This paper was accepted by AAAI 2020 

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Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

Jan 19, 2020
Chunle Guo, Chongyi Li, Jichang Guo, Chen Change Loy, Junhui Hou, Sam Kwong, Runmin Cong


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

Dec 27, 2019
Hui Yuan, Huayong Fu, Ju Liu, Junhui Hou, Sam Kwong

* IEEE Transactions on Mobile Computing, vol.17, no.10, pp. 2334-2348, Oct. 2018 
* This paper has been published on IEEE Transactions on Mobile Computing. H. Yuan, H. Fu, J. Liu, J. Hou, and S. Kwong, "Non-Cooperative Game Theory Based Rate Adaptation for Dynamic Video Streaming over HTTP," IEEE Transactions on Mobile Computing, vol.17, no.10, pp. 2334-2348, Oct. 2018 

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An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

Dec 26, 2019
Hui Yuan, Xiaoqian Hu, Junhui Hou, Xuekai Wei, Sam Kwong

* This article has been accepted by IEEE Transactions on Broadcasting 

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

Dec 20, 2019
Hui Yuan, Shiyun Zhao, Junhui Hou, Xuekai Wei, Sam Kwong

* 16 pages, This paper has been accepted by the IEEE Journal of Selected Topics in Signal Processing 

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

Dec 20, 2019
Hao Liu, Hui Yuan, Qi Liu, Junhui Hou, Ju Liu

* 17pages, has been accepted by IEEE Transactions on Boradcasting 

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Convolutional Neural Networks with Dynamic Regularization

Sep 26, 2019
Yi Wang, Zhen-Peng Bian, Junhui Hou, Lap-Pui Chau

* 6 pages 

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

Aug 31, 2019
Jing Jin, Junhui Hou, Jie Chen, Huanqiang Zeng, Sam Kwong, Jingyi Yu

* 16 pages, 10 figures, 7 tables, journal 

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A Single Image based Head Pose Estimation Method with Spherical Parameterization

Jul 24, 2019
Hui Yuan, Mengyu Li, Junhui Hou, Jimin Xiao

* 34pages, 5figures, Journal 

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Learning High-fidelity Light Field Images From Hybrid Inputs

Jul 23, 2019
Jing Jin, Junhui Hou, Jie Chen, Sam Kwong, Jingyi Yu

* 11 pages, 5 figures 

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Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images

Jun 20, 2019
Chongyi Li, Runmin Cong, Junhui Hou, Sanyi Zhang, Yue Qian, Sam Kwong

* 11 pages, 8 figures, has been accepted by TGRS 

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Clustering-aware Graph Construction: A Joint Learning Perspective

May 04, 2019
Yuheng Jia, Hui Liu, Junhui Hou, Sam Kwong


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Stratified Labeling for Surface Consistent Parallax Correction and Occlusion Completion

Mar 23, 2019
Jie Chen, Lap-Pui Chau, Junhui Hou


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An Underwater Image Enhancement Benchmark Dataset and Beyond

Jan 11, 2019
Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao

* 12 pages 

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Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework

Jul 26, 2018
Jie Chen, Junhui Hou, Lap-Pui Chau


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

Apr 24, 2018
Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li

* arXiv admin note: text overlap with arXiv:1803.10433 

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

Mar 28, 2018
Jie Chen, Cheen-Hau Tan, Junhui Hou, Lap-Pui Chau, He Li


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Accurate Light Field Depth Estimation with Superpixel Regularization over Partially Occluded Regions

Aug 07, 2017
Jie Chen, Junhui Hou, Yun Ni, Lap-Pui Chau


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