Visual recognition by subspace approaches on LBP features

• Main Author: Ren, Jianfeng
• Other Authors: Jiang Xudong
• Format: Theses and Dissertations
• Language: English
• Published: 2015
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: https://hdl.handle.net/10356/62538
• Institution: Nanyang Technological University

Traditionally, subspace approaches are applied on the holistic features. Recently, local binary pattern (LBP) has become popular because it is robust to illumination variations and alignment error. In this thesis, we exploit the advantages of both. Firstly, we propose a fast and accurate subspace fa...