Annotation for free: Video tagging by mining user search behavior

• Main Authors: TING, Yao, MEI, Tao, NGO, Chong-wah, LI, Shipeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Annotation; Click-through data; Tag assignment; Tag enrich- ment; Tag ranking; Video search; Video tagging; Data Storage Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6467; https://ink.library.smu.edu.sg/context/sis_research/article/7470/viewcontent/2502081.2502085.pdf
• Institution: Singapore Management University

The problem of tagging is mostly considered from the perspectives of machine learning and data-driven philosophy. A fundamental issue that underlies the success of these approaches is the visual similarity, ranging from the nearest neighbor search to manifold learning, to identify similar instances...