Self-supervised endoscopy depth estimation framework with CLIP-guidance segmentation

Zhuoyue Yang, Junjun Pan, Ju Dai, Zhen Sun, Yi Xiao

Abstract: Highlights•A framework combining endoscopic depth estimation and segmentation is proposed.•CLIP strategy is applied to endoscopic image segmentation tasks for the first time.•A loss function performs domain smoothing for different physiological structures.