Distance Metric Learning from Uncertain Side Information for Automated Photo Tagging

• Main Authors: WU, Lei, HOI, Steven C. H., JIN, Rong, ZHU, Jianke, YU, Nenghai
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: Automated photo tagging; Content-based image retrieval; Distance metric learning; Social images; Uncertain side information; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2266; https://ink.library.smu.edu.sg/context/sis_research/article/3266/viewcontent/Distance_Metric_Learning_Uncertain_Side_Infor_2011_afv.pdf
• Institution: Singapore Management University

Automated photo tagging is an important technique for many intelligent multimedia information systems, for example, smart photo management system and intelligent digital media library. To attack the challenge, several machine learning techniques have been developed and applied for automated photo ta...