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Computer Science

D-Index
47
Citations
10484
World Ranking
6417
National Ranking
855

Overview

Junhui Hou is affiliated with the City University of Hong Kong in China. Their research output spans multiple fields, primarily within Computer Science and Engineering.

Their work concentrates heavily on subfields such as Computer Vision and Pattern Recognition, Computational Mechanics, Computer Graphics and Computer-Aided Design, Artificial Intelligence, and Media Technology.

The main topics covered in their research include:

  • 3D Shape Modeling and Analysis
  • Advanced Vision and Imaging
  • Computer Graphics and Visualization Techniques
  • 3D Surveying and Cultural Heritage
  • Advanced Image Processing Techniques
  • Image Enhancement Techniques
  • Advanced Neural Network Applications

Junhui Hou has published frequently in venues like:

  • arXiv (Cornell University)
  • IEEE Transactions on Circuits and Systems for Video Technology
  • IEEE Transactions on Image Processing
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Visualization and Computer Graphics

The following recent papers illustrate the scope and focus of their research:

  • "Reduced Reference Perceptual Quality Model With Application to Rate Control for Video-Based Point Cloud Compression," 2021, IEEE Transactions on Image Processing
  • "PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling," 2022, IEEE Transactions on Image Processing
  • "ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection," 2020, IEEE Transactions on Cybernetics
  • "PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-View Projection," 2021, IEEE Transactions on Circuits and Systems for Video Technology
  • "Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement," 2020, arXiv (Cornell University)

Frequent collaborators include:

  • Yuheng Jia
  • Hui Liu
  • Qijian Zhang
  • Huanqiang Zeng
  • Sam Kwong

Best Publications

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

    Chunle Guo;Chongyi Li;Jichang Guo;Chen Change Loy

  • An Underwater Image Enhancement Benchmark Dataset and Beyond

    Chongyi Li;Chunle Guo;Wenqi Ren;Runmin Cong

  • Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding

    Chongyi Li;Saeed Anwar;Junhui Hou;Runmin Cong

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

    Shaohui Mei;Jingyu Ji;Junhui Hou;Xu Li

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

    Chongyi Li;Runmin Cong;Junhui Hou;Sanyi Zhang

  • Fall Detection Based on Body Part Tracking Using a Depth Camera

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

  • ASIF-Net: Attention Steered Interweave Fusion Network for RGB-D Salient Object Detection

    Chongyi Li;Runmin Cong;Sam Kwong;Junhui Hou

  • NTIRE 2018 Challenge on Spectral Reconstruction from RGB Images

    Boaz Arad;Ohad Ben-Shahar;Radu Timofte;Luc Van Gool

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

    Henry Wing Fung Yeung;Junhui Hou;Xiaoming Chen;Jie Chen

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

    Qi Liu;Hui Yuan;Raouf Hamzaoui;Honglei Su

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

    Jie Chen;Cheen-Hau Tan;Junhui Hou;Lap-Pui Chau

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

    Jing Jin;Junhui Hou;Jie Chen;Sam Kwong

  • 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

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

    Unknown

  • PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-view Projection

    Qi Liu;Hui Yuan;Honglei Su;Hao Liu

  • Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model

    Runmin Cong;Jianjun Lei;Huazhu Fu;Junhui Hou

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

    Yue Qian;Junhui Hou;Sam Kwong;Ying He

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

    Chunle Guo;Chongyi Li;Jichang Guo;Chen Change Loy

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

    Hao Liu;Hui Yuan;Qi Liu;Junhui Hou

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

    Jing Jin;Junhui Hou;Hui Yuan;Sam Kwong

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

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

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

    Yuheng Jia;Hui Liu;Junhui Hou;Sam Kwong

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

    Zhangkai Ni;Huanqiang Zeng;Lin Ma;Junhui Hou

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

    Jie Chen;Junhui Hou;Lap-Pui Chau

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

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

Frequent Co-Authors

Lap-Pui Chau
Lap-Pui Chau Hong Kong Polytechnic University
Sam Kwong
Sam Kwong Lingnan University
Ying He
Ying He Nanyang Technological University
Nadia Magnenat-Thalmann
Nadia Magnenat-Thalmann University of Geneva
Qian Du
Qian Du Mississippi State University
Qingfu Zhang
Qingfu Zhang City University of Hong Kong
Runmin Cong
Runmin Cong Shandong University
Jingyi Yu
Jingyi Yu ShanghaiTech University
Wenqi Ren
Wenqi Ren Sun Yat-sen University
Hujun Bao
Hujun Bao Zhejiang University

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