Tag-based social image search with visual-text joint hypergraph learning

• Main Authors: GAO, Yue, WANG, Meng, LUAN, Huanboo, SHEN, Jialie, YAN, Shuicheng, TAO, Dacheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: hypergraph learning; tag-based image search; visual-text; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1447; https://ink.library.smu.edu.sg/context/sis_research/article/2446/viewcontent/TagBasedSocialImageSearch_2011.pdf
• Institution: Singapore Management University

Tag-based social image search has attracted great interest and how to order the search results based on relevance level is a research problem. Visual content of images and tags have both been investigated. However, existing methods usually employ tags and visual content separately or sequentially to...