Multilinear projection for face recognition via canonical decomposition

• Published in: 2011 IEEE International Conference on Automatic Face and Gesture Recognition pp. 476 - 483
• Main Author: Vasilescu, M Alex O
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.03.2011
• Subjects: Face recognition; Image recognition; Lighting; Matrices; Principal component analysis; Projection algorithms; Tensile stress

This paper introduces a new multilinear projection algorithm for appearance-based recognition in a tensor framework. The multilinear projection simultaneously maps an unlabeled image from the pixel space into multiple causal factors underlying image formation, including illumination, imaging, and sc...