Renjie Wan

I am a research fellow in the Rapid-Rich Object Search Lab of Nanyang Technological University. Before than, I obtained my Ph.D. degree from NTU in 2019 supervised by Prof. Alex C. Kot, Prof. Tan Ah Hwee, and Prof. Boxin Shi and my bachelor degree from the University of Electronic Science and Technology of China in 2012.

wanpeoplejie[at]gmail.com

[Google Scholar Profile]
Research

My research interests are computer vision and computational photography.

Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization
Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-qiang Li, Alex C. Kot.
NeurIPS 2020

GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement
Haoliang Li, Shiqi Wang, Renjie Wan, Alex C. Kot.
IEEE Transactions on Pattern Analysis and Machine Intelligence (To appear in 2020)

Face Image Reflection Removal
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot.
International Journal of Computer Vision (To appear in 2020)
Dataset

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning
Haoliang Li, Renjie Wan, Shiqi Wang, Alex C. Kot.
International Journal of Computer Vision (To appear in 2020)

Reflection scene separation from a single image
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Corrigendum1

Learning to jointly generate and separate reflections
Daiqian Ma, Renjie Wan, Ce Wang, Boxin Shi, Ling-Yu Duan.
International Conference on Computer Vision (ICCV) 2019

See through the windshield from surveillance camera image
Daiqian Ma, Bai Yan, Renjie Wan, Ce Wang, Boxin Shi, Ling-Yu Duan.
ACM Multimedia, 2019

CoRRN: Cooperative Reflection Removal Network
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2019
Code (Github) Reflection Image Dataset (RID)

Learning to remove reflections for text images
Wang Ce, Renjie Wan, Gao Feng, Boxin Shi, Ling-Yu Duan,
International Conference on Multimedia and Expo, 2019

Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding
Haoliang Li, Sinno Jialin Pan, Renjie Wan, Alex C. Kot.
33rd AAAI Conference on Artificial Intelligence (AAAI-19), 2019

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot.
Computer Vision and Pattern Recognition, 2018
I miswrite my email account in the final version submitted to IEEE. Thus, if you have any questions to this work, please contact me directly.
Region-Aware Reflection Removal with Unified Content and Gradient Priors
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Gao Wen, Alex C. Kot.
IEEE Transactions on Image Processing, 2018

Benchmarking Single-Image Reflection Removal Algorithms
Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot.
International Conference on Computer Vision , 2017
Project Page Dataset Download

Sparsity based reflection removal using external patch search
Renjie Wan, Boxin Shi, Ah-Hwee Tan, Alex C. Kot.
International Conference on Multimedia and expo, 2017 (Oral)

Depth of field guided reflection removal
Renjie Wan, Boxin Shi, Ah-Hwee Tan, Alex C. Kot.
International Conference on Image Processing, 2016 (Oral)
Code (Github)