Slice representation of range data for head pose estimation

• Published in: Computer vision and image understanding Vol. 128; pp. 18 - 35
• Main Authors: Tang, Yunqi, Sun, Zhenan, Tan, Tieniu
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.11.2014
• Subjects: Head pose estimation; Kinect; Random forests; Range data; Slice representation; Kinect; Slice representation; Head pose estimation; Random forests; Range data

•We propose a new slice representation model of range data for head pose estimation.•We design two slice feature descriptors, namely LSD and LSO.•Slice depth integral image is designed for real-time LSD features extraction.•Slice coordinates integral image is designed for real-time LSO features extr...