Retrieval-based face annotation by weak label regularized local coordinate coding

• Main Authors: WANG, Dayong, HOI, Steven C. H., HE, Ying, ZHU, Jianke, TAO, Mei, LUO, Jiebo
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Face annotation; content-based image retrieval; label refinement; machine learning; weak label; web facial images; Computer Sciences; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/2285; https://ink.library.smu.edu.sg/context/sis_research/article/3285/viewcontent/Retrieval_based_face_annotation_TPAMI_2014_afv.pdf
• Institution: Singapore Management University

Auto face annotation, which aims to detect human faces from a facial image and assign them proper human names, is a fundamental research problem and beneficial to many real-world applications. In this work, we address this problem by investigating a retrieval-based annotation scheme of mining massiv...