Integrated low-rank-based discriminative feature learning for recognition

• Main Authors: ZHOU, Pan, LIN, Zhouchen, ZHANG, Chao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Feature learning; low-rank representation (LRR); recognition; robust principal component analysis(PCA; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/8968; https://ink.library.smu.edu.sg/context/sis_research/article/9971/viewcontent/2016_TNNLS_Integrated_Low_Rank.pdf
• Institution: Singapore Management University

Feature learning plays a central role in pattern recognition. In recent years, many representation-based feature learning methods have been proposed and have achieved great success in many applications. However, these methods perform feature learning and subsequent classification in two separate ste...