Human video segmentation and matting are challenging computer vision tasks with many
applications such as background replacement or background editing. Numerous methods …

In this work we present our real-time egocentric body segmentation algorithm. Our algorithm
achieves a frame rate of 66 fps for an input resolution of 640x480, thanks to our shallow …

This dissertation explores the application of machine learning methods to enable immersive
virtual reality experiences. The goal is to detect and classify the pixels belonging to the …