Head pose estimation by bootstrapping generalized discriminant analysis with SIFT flow alignment criterion

• Main Authors: Wang, Jian-Gang., Yau, Wei-Yun., Sung, Eric.
• 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/10356/102835; http://hdl.handle.net/10220/16874
• Institution: Nanyang Technological University

In supervised learning of head pose classification, uniformly distributed and labeled ground-truth of people in large quantities is required. Unfortunately, labeling is both tedious and inconsistent. As a result, the classifier could not generalize well the unseen data. To address this problem, in t...