A fast and robust head pose estimation system based on depth data

• Main Authors: Wang, Han, Mou, Xiaozheng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/97932; http://hdl.handle.net/10220/12078
• Institution: Nanyang Technological University

This paper proposes a performance enhancement algorithm for Kinect depth data based head pose estimation method that uses discriminative random regression forest (DRRF). In the testing phase of DRRF, patches are extracted from the whole query depth image and then are passed through each of the tree...