Nils Nommensen

Monocular Depth Estimation via Listwise Ranking Using the Plackett-Luce Model

In many real-world applications, the relative depth of objects in an image is crucial for scene understanding. Recent approaches mainly tackle the problem of depth prediction in monocular images by treating the problem as a regression task. Yet, being interested in an order relation in the first pla…