Yeshas Thadimari

Depth Completion by Rescaling Monocular Depth Estimates Via Compressed Sensing

Depth completion is the challenge of recovering a dense depth map from an RGB image and corresponding sparse depth measurements. Many modern depth completion strategies often rely on deep neural networks, using a monocular depth estimation (MDE) backbone to generate an initial dense depth map from t…