Face Annotation using Transductive Kernel Fisher Discriminant

• Main Authors: ZHU, Jianke, HOI, Steven C. H., LYU, Michael R.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: Face annotation; image annotation; kernel Fisher discriminant; multimedia information retrieval; supervised learning; transductive kernel Fisher discriminant; transductive learning; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2314; https://ink.library.smu.edu.sg/context/sis_research/article/3314/viewcontent/jk_tmm07.pdf
• Institution: Singapore Management University

Face annotation in images and videos enjoys many potential applications in multimedia information retrieval. Face annotation usually requires many training data labeled by hand in order to build effective classifiers. This is particularly challenging when annotating faces on large-scale collections...