About

I am a PhD student at Electrical & Computer Engineering department, National University of Singapore. My supervisor is Prof. Cheong Loong Fah and Prof. Robby T. Tan. I have a very broad research interest in computer vision and machine learning. My current research involves optical flow estimation, bad weather, image restoration and object detection & recognition.

I am currently a Research Engineer at Yale-NUS, Singapore.

I was a visiting student in Cambridge Image Analysis (CIA) group led by Dr. Carola-Bibiane Schönlieb at the Department Applied Mathematics and Theoretical Physics (DAMTP), Cambridge University. I was collaborating with Dr. Angelica I. Aviles-Rivero and Dr. Qingnan Fan on Image Processing problems.

Research

Conference

RainFlow: Optical Flow under Rain Streaks and Rain Veiling Effect
Ruoteng Li,
In submission
paper / codes / supp file / bibtex

Reflection Removal Via Unsupervised Learning
Qingnan Fan, Yingda Yin, Dongdong Chen, Yujie Wang, Miao Yang, Ruoteng Li, Angelica I. Aviles-Rivero, Carola-bibiane Schönlieb, Dani Lischinski, Danny Cohen-Or, Baoquan Chen.
In submission
paper / supp file / bibtex

GraphX$^{NET}-$ Chest X-Ray Classification Under Extreme Minimal Supervision
Angelica I. Aviles-Rivero, Nicolas Papadakis, Ruoteng Li, Philip Sellars, Qingnan Fan, Robby T. Tan, Carola-bibiane Schönlieb.
In submission
paper / codes / supp file / bibtex

Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
Ruoteng Li, Robby T. Tan, Loong-Fah Cheong,
CVPR, 2019
Arxiv / Codes / Supplementary / Bibtex

Robust Optical Flow in Rainy Scenes
Ruoteng Li, Robby T. Tan, Loong-Fah Cheong,
ECCV, 2018
Arxiv / codes / supp file / bibtex

Preprints

Single Image Deraining using Scale-Aware Multi-Stage Recurrent Network
Ruoteng Li, Loong-Fah Cheong, Robby T. Tan,
Arxiv Preprints, 2017
Arxiv