We focus specifically on the depth maps in 3D video content and introduce an extreme forest model from machine learning to optimize intra-frame coding. This paper proposes a novel CU partitioning ...

Abstract: 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 ...

The figure below shows an overview of the different MiDaS models; the bubble size scales with number of parameters. The argument --side is optional and causes both the input RGB image and the output ...