Detail-Revealing Deep Video Super-Resolution

• Published in: Proceedings / IEEE International Conference on Computer Vision pp. 4482 - 4490
• Main Authors: Xin Tao, Hongyun Gao, Renjie Liao, Jue Wang, Jiaya Jia
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2017
• Subjects: Fuses; Image resolution; Motion compensation; Motion estimation; Optical imaging; Optical variables control

Previous CNN-based video super-resolution approaches need to align multiple frames to the reference. In this paper, we show that proper frame alignment and motion compensation is crucial for achieving high quality results. We accordingly propose a "sub-pixel motion compensation" (SPMC) lay...