PhaseVSRnet: Deep complex network for phase-based satellite video super-resolution

Hanyun Wang, Wenke Li, Huixin Fan, Song Ji, Chenguang Dai, Yongsheng Zhang, Jin Chen, Yulan Guo, Longguang Wang

Abstract: Highlights•The first end-to-end phase-based network for satellite video super resolution.•Treating phase and amplitude together for harnessing their inherent correlation.•A coarse-to-fine motion compensation mechanism to eliminate phase ambiguity.•A multi-scale fusion strategy to aggregate features from multiple levels.