Robust image analysis with sparse representation on quantized visual features

• Main Authors: BAO, Bingkun, ZHU, Guangyu, SHEN, Jialie, YAN, Shuicheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1598; https://ink.library.smu.edu.sg/context/sis_research/article/2597/viewcontent/Robust_image_analysis_with_sparse_representation_on_quantized_visual_features.pdf
• Institution: Singapore Management University

Recent techniques based on Sparse Representation (SR) have demonstrated promising performance on high-level visual recognition, exemplified by the high-accuracy face recognition under occlusions and other sparse corruptions [1]. Most research in this area has focused on classification algorithms usi...