2026 Jinwei Gu: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	45	7278	7067	964	958	130	7210

Overview

Jinwei Gu is affiliated with the Chinese University of Hong Kong in China. Their research primarily focuses on fields within computer science and engineering, with significant contributions in computer vision and pattern recognition.

The scientist's work spans various subfields including:

Computer Vision and Pattern Recognition
Media Technology
Electrical and Electronic Engineering
Biomedical Engineering
Instrumentation

Main topics covered in their research include:

Advanced Image Processing Techniques
Image Enhancement Techniques
Advanced Vision and Imaging
Image Processing Techniques and Applications
Image and Signal Denoising Methods
Advanced Image and Video Retrieval Techniques
Advanced Optical Sensing Technologies

Frequent co-authors who collaborated with Jinwei Gu are:

Chen Change Loy
Chongyi Li
Ruicheng Feng
Tianfan Xue
Wenxiu Sun

Jinwei Gu has published extensively in several academic venues, with the most common being:

arXiv (Cornell University)
IEEE Transactions on Pattern Analysis and Machine Intelligence
2021 IEEE/CVF International Conference on Computer Vision (ICCV)
IEEE Transactions on Image Processing
Optics Express

Selected recent papers authored or co-authored by Jinwei Gu include:

Low-Light Image and Video Enhancement Using Deep Learning: A Survey, 2021, IEEE Transactions on Pattern Analysis and Machine Intelligence
STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
Neighbourhood Representative Sampling for Efficient End-to-End Video Quality Assessment, 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence
PD-1 silencing improves anti-tumor activities of human mesothelin-targeted CAR T cells, 2020, Human Immunology
Low-Light Image and Video Enhancement Using Deep Learning: A Survey, 2021, arXiv (Cornell University)

Best Publications

Low-Light Image and Video Enhancement Using Deep Learning: A Survey.

Chongyi Li;Chunle Guo;Ling-Hao Han;Jun Jiang

544
Citations
Geometry-Aware Learning of Maps for Camera Localization

Samarth Brahmbhatt;Jinwei Gu;Kihwan Kim;James Hays

431
Citations
What is the space of spectral sensitivity functions for digital color cameras

Jun Jiang;Dengyu Liu;Jinwei Gu;S. Susstrunk

326
Citations
Video from a single coded exposure photograph using a learned over-complete dictionary

Yasunobu Hitomi;Jinwei Gu;Mohit Gupta;Tomoo Mitsunaga

303
Citations
A model-based method for the computation of fingerprints' orientation field

Jie Zhou;Jinwei Gu

266
Citations
Radiometric calibration from a single image

S. Lin;Jinwei Gu;S. Yamazaki;Heung-Yeung Shum

244
Citations
PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image

Chen Liu;Kihwan Kim;Jinwei Gu;Yasutaka Furukawa

238
Citations
Learning Affinity via Spatial Propagation Networks

Sifei Liu;Shalini De Mello;Jinwei Gu;Guangyu Zhong

230
Citations
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution

Kelvin C.K. Chan;Xintao Wang;Xiangyu Xu;Jinwei Gu

212
Citations
Similarity-based online feature selection in content-based image retrieval

Wei Jiang;Guihua Er;Qionghai Dai;Jinwei Gu

185
Citations
Coded rolling shutter photography: Flexible space-time sampling

Jinwei Gu;Yasunobu Hitomi;Tomoo Mitsunaga;Shree Nayar

184
Citations
Fingerprint recognition by combining global structure and local cues

Jinwei Gu;Jie Zhou;Chunyu Yang

173
Citations
Time-varying surface appearance: acquisition, modeling and rendering

Jinwei Gu;Chien-I Tu;Ravi Ramamoorthi;Peter Belhumeur

158
Citations
Polarimetric Multi-view Stereo

Zhaopeng Cui;Jinwei Gu;Boxin Shi;Ping Tan

146
Citations
Neural RGB®D Sensing: Depth and Uncertainty From a Video Camera

Chao Liu;Jinwei Gu;Kihwan Kim;Srinivasa G. Narasimhan

135
Citations
Video stitching with spatial-temporal content-preserving warping

Wei Jiang;Jinwei Gu

133
Citations
Neural Inverse Rendering of an Indoor Scene From a Single Image

Soumyadip Sengupta;Jinwei Gu;Kihwan Kim;Guilin Liu

129
Citations
A Novel Algorithm for Detecting Singular Points from Fingerprint Images

Jie Zhou;Fanglin Chen;Jinwei Gu

129
Citations
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network

Jinwei Gu;Xiaodong Yang;Shalini De Mello;Jan Kautz

128
Citations
A combination model for orientation field of fingerprints

Jinwei Gu;Jie Zhou;Dapeng Zhang

124
Citations
MapNet: Geometry-Aware Learning of Maps for Camera Localization

Samarth Brahmbhatt;Jinwei Gu;Kihwan Kim;James Hays

15
Citations

Frequent Co-Authors

Jan Kautz Nvidia (United States)

Kihwan Kim Nvidia (United Kingdom)

Shree K. Nayar Columbia University

Ming-Hsuan Yang University of California, Merced

Jie Zhou Tsinghua University

Ming-Yu Liu Nvidia (United States)

Ravi Ramamoorthi University of California, San Diego

Peter N. Belhumeur Columbia University

Xiaodong Yang Nvidia (United Kingdom)

Wojciech Matusik MIT

External Links

Personal website of Jinwei Gu Google Scholar page

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