- Associate Editor, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022-present
- Associate Editor, IEEE Transactions on Computational Imaging, 2019-present
Prof. Jinwei Gu joins CUHK in March 2023. His current research focuses on low-level computer vision, computational photography, computational imaging, and appearance modeling. He obtained his Ph.D. degree in 2010 from Columbia University, and his B.S and M.S. from Tsinghua University, in 2002 and 2005 respectively. Before joining CUHK, he was the R&D Executive Director at SenseBrain from 2018 to 2023. Prof. Gu serves as an associate editor for IEEE Transactions on Computational Imaging (TCI) and IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), an area chair for ICCV2019, ECCV2020, CVPR2021, CVPR2023, ICCV2023, NeurISP2023, and industry chair for ICCP2020 and ICCP2023.
Top Cited Publications
- Jun Jiang, Dengyu Liu, Jinwei Gu, and Sabine Süsstrunk: What is the Space of Spectral Sensitivity Functions for Digital Color Cameras?. IEEE Workshop on Applications of Computer Vision (WACV), 2013.
- Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, and Jan Kautz: Geometry-Aware Learning of Maps for Camera Localization. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
- Chao Liu, and Jinwei Gu: Discriminative Illumination: Per-pixel Classification of Raw Materials Based on Optimal Projections of Spectral BRDF. IEEE transactions on pattern analysis and machine intelligence (PAMI), 2014.
- Yasunobu Hitomi, Jinwei Gu, Mohit Gupta, Tomoo Mitsunaga, and Shree K. Nayar: Video from a Single Coded Exposure Photograph Using a Learned Over-complete Dictionary. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2011.
- Jinwei Gu, Chien-I Tu, Ravi Ramamoorthi, Peter Belhumeur, Wojciech Matusik, and Shree Nayar: Time-varying Surface Appearance: Acquisition, Modeling and Rendering. ACM Transactions on Graphics (SIGGRAPH) 2006.
- Joshua D. Rego, Huaijin Chen, Shuai Li, Jinwei Gu, and Suren Jayasuriya: Deep Camera Obscura: an Image Restoration Pipeline for Pinhole Photography. Optics Express, 2022.
- Man Zhou, Hu Yu, Jie Huang, Feng Zhao, Jinwei Gu, Chen Change Loy, Deyu Meng, Chongyi Li: Deep Fourier Up-Sampling. NeurIPS 2022.
- Kelvin CK Chan, Xiangyu Xu, Xintao Wang, Jinwei Gu, Chen Change Loy: GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.
- Shiyu Duan, Huaijin Chen, Jinwei Gu: JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression. IEEE Transactions on Image Processing, 2022.
- Felipe Gutierrez-Barragan, Huaijin Chen, Mohit Gupta, Andreas Velten, Jinwei Gu: iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging. IEEE Transactions on Computational Imaging, 2021.