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

• Main Authors: WANG, Dayong, HOI, Steven C. H., HE, Ying, ZHU, Jianke
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: Unsupervised learning; Auto face annotation; Web facial images; Databases and Information Systems; Numerical Analysis and Computation
• Online Access: https://ink.library.smu.edu.sg/sis_research/4180; https://ink.library.smu.edu.sg/context/sis_research/article/5183/viewcontent/Retrieval_based_Face_Annotation_by_Weak_Label_Regularized_Local_MM_2011.pdf
• Institution: Singapore Management University

Retrieval-based face annotation is a promising paradigm in mining massive web facial images for automated face annotation. Such an annotation paradigm usually encounters two key challenges. The first challenge is how to efficiently retrieve a short list of most similar facial images from facial imag...