Yevhen Kuznietsov

Semi-Supervised Deep Learning for Monocular Depth Map Prediction

Supervised deep learning often suffers from the lack of sufficient training data. Specifically in the context of monocular depth map prediction, it is barely possible to determine dense ground truth depth images in realistic dynamic outdoor environments. When using LiDAR sensors, for instance, noise…