Deep learning for registration of region of interest in consecutive wireless capsule endoscopy frames

Chao Liao, Chengliang Wang, Jianying Bai, Libin Lan, Xing Wu

Abstract: Highlights•Global correlation map improves the performance of regression.•The impacts of the consistency of three cycles differ.•The smoothness loss relive the irrationality of the aligned results.