Visual-textual joint relevance learning for tag-based social image search

• Main Authors: GAO, Yue, WANG, Meng, ZHA, Zheng-Jun, SHEN, Jialie, LI, Xuelong, WU, Xindong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Hypergraph Learning; Social image search; Tag; Visual-textual; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/1511; https://ink.library.smu.edu.sg/context/sis_research/article/2510/viewcontent/VisualTextualJointRelevanceLearningTagBasedSocialImage_2013.pdf
• Institution: Singapore Management University

With the popularity of social media websites, extensive research efforts have been dedicated to tag-based social image search. Both visual information and tags have been investigated in the research field. However, most existing methods use tags and visual characteristics either separately or sequen...