Yang Liu
I am a fourth year Ph.D. student at Dalian University of Technology, advised by Prof. Zhixun Su. My research interests include computer vision and image processing. Before that, I was a research intern at SenseTime, working with Jimmy S. Ren. I received my bachelor's degree from Dalian University of Technology in 2016.
Email: lewisyangliu[at]gmail.com
Publications
Physics-Based Generative Adversarial Models for Image Restoration and Beyond
Jinshan Pan, Jiangxin Dong, Yang Liu, Jiawei Zhang, Jimmy Ren, Jinhui Tang, Yu-Wing Tai, Ming-Hsuan Yang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
Image Formation Model Guided Deep Image Super-Resolution
Jinshan Pan, Yang Liu, Deqing Sun, Jimmy S. Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang
The 34th AAAI Conference on Artificial Intelligence (AAAI-20), 2019
Learning Deep Priors for Image Dehazing
Yang Liu, Jinshan Pan, Jimmy Ren, Zhixun Su
International Conference on Computer Vision (ICCV), 2019
Robust Dense Correspondence Using Deep Convolutional Features
Yang Liu, Jinshan Pan, Zhixun Su, Kewei Tang
The Visual Computer, 2019
Subspace Segmentation with A Large Number of Subspaces Using Infinity Norm Minimization
Kewei Tang, Zhixun Su, Yang Liu, Wei Jiang, Jie Zhang, Xiyan Sun
Pattern Recognition, 2019
Learning Dual Convolutional Neural Networks for Low-Level Vision
Jinshan Pan, Sifei Liu, Deqing Sun, Jiawei Zhang, Yang Liu, Jimmy Ren, Zechao Li, Jinhui Tang, Huchuan Lu, Yu-Wing Tai, Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Deep Bind Image Inpainting
Yang Liu, Jinshan Pan, Zhixun Su
arXiv preprint arXiv:1712.09078, 2017
Deep Feature Matching for Dense Correspondence
Yang Liu, Jinshan Pan, Zhixun Su
IEEE International Conference on Image Processing (ICIP), 2017 (Oral presentation)