Akshay Paruchuri*

Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos

"Monocular depth estimation in endoscopy videos can enable assistive and robotic surgery to obtain better coverage of the organ and detection of various health issues. Despite promising progress on mainstream, natural image depth estimation, techniques perform poorly on endoscopy images due to a lac…