Yixin Yang
I am a Ph.D. candidate in Computer Science at Nanjing University of Science and Technology, advised by Prof. Jinshan Pan. Previously, I received my M.S. from the University of California, Riverside (Bourns College of Engineering), and my B.Eng. from the University of Electronic Science and Technology of China (School of Electronic Engineering). I also worked at SenseTime (Shenzhen) as a Computer Vision Researcher (Mobile Intelligence BU).
My research interests include video colorization and video super-resolution, with a focus on diffusion models, temporal coherence, and memory-based spatial–temporal feature propagation. I’m also interested in low-level vision tasks such as image/video enhancement and deblurring.
You can contact me by E-mail: yangyixin[at]njust[dot]edu[dot]cn, yixin[dot]yang[at]email[dot]ucr[dot]edu.
You can find my publications and projects from my [Google Scholar] and [Github].
BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-Based Video Colorization
Yixin Yang, Jinshan Pan, Zhongzheng Peng, Xiaoyu Du, Zhulin Tao, Jinhui Tang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
[Project]
[Paper]
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization
Yixin Yang, Jiangxin Dong, Jinhui Tang, Jinshan Pan
European Conference on Computer Vision (ECCV), 2024
[Project]
[Paper]
Video Colorization: A Survey
Zhongzheng Peng, Yixin Yang, Jinhui Tang, Jinshan Pan
Journal of Computer Science and Technology (JCST), 2024
[Paper]