Dianmin Sun

Self-Supervised Learning for Monocular Depth Estimation on Minimally Invasive Surgery Scenes

Self-supervised learning algorithms that compute depth map from monocular videos have achieved remarkable performance on urban scenes and have been applied extensively. These techniques still face significant challenges, however, when applied directly to endoscopic videos because of the brightness v…