Multilinear projection for face recognition via canonical decomposition

• Published in: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops pp. 184 - 191
• Main Author: Vasilescu, M Alex O
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2010
• Subjects: Biometrics; Face recognition; Image recognition; Layout; Lighting; Pixel; Projection algorithms; Tensile stress; Testing; Vectors

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...