Online multi-modal distance metric learning with application to image retrieval

• Main Authors: WU, Pengcheng, HOI, Steven C. H., ZHAO, Peilin, MIAO, Chunyan, LIU, Zhi-Yong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Content-based image retrieval; Multi-modal retrieval; Distance metric learning; Online learning; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/4203; https://ink.library.smu.edu.sg/context/sis_research/article/5206/viewcontent/Online_multi_modal_distance_metric_learning_with_application_to_i.pdf
• Institution: Singapore Management University

See https://ink.library.smu.edu.sg/sis_research/2924/. Distance metric learning (DML) is an important technique to improve similarity search in content-based image retrieval. Despite being studied extensively, most existing DML approaches typically adopt a single-modal learning framework that learns...