Robby T. Tan

Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks

Wenhan Yang, Robby T. Tan, Jiashi Feng et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 422 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Single Image Deraining: From Model-Based to Data-Driven and Beyond

Wenhan Yang, Robby T. Tan, Shiqi Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 272 citations

Single-image Deraining, Convolutional Neural Network, Engineering +18

DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network

Yeying Jin, Aashish Sharma, Robby T. Tan · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 125 citations

Engineering, Machine Learning, Deblurring +21

EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning

Chenxin Xu, Robby T. Tan, Yu-Hong Tan et al. · 2023 · 108 citations

Artificial Intelligence, Geometric Learning, Agent Motions +19

Separating reflection components based on chromaticity and noise analysis

Robby T. Tan, Ko Nishino, Katsushi Ikeuchi · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2004 · 102 citations

Source Separation, Illumination Modeling, Machine Vision +14