Depth Extraction from Videos Using Geometric Context and Occlusion Boundaries

no code implementations • 25 Oct 2015 • S. Hussain Raza, Omar Javed, Aveek Das, Harpreet Sawhney, Hui Cheng, Irfan Essa

We propose to learn and infer depth in videos from appearance, motion, occlusion boundaries, and geometric context of the scene.

Depth Estimation Pose Estimation

Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context

no code implementations • 25 Oct 2015 • S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan Essa

Our proposed framework provides an efficient approach for finding temporally consistent occlusion boundaries in video by utilizing causality, redundancy in videos, and semantic layout of the scene.

Geometric Context from Videos

no code implementations • CVPR 2013 • S. Hussain Raza, Matthias Grundmann, Irfan Essa

We present a novel algorithm for estimating the broad 3D geometric structure of outdoor video scenes.

Segmentation Video Segmentation +1