Depth-Based Hierarchical Video Segmentation

with: Ahmad Humayun and Matthias Grundmann

For this project, we used the depth sensor from an XBOX Kinect to serve as an extra region feature in the state-of-the-art RGB video segmentation. We compared various depth descriptors and distance metrics to serve as extra terms in the region edge weight formulation. (pdf)