Query-document-dependent fusion: A case study of multimodal music retrieval

• Main Authors: LI, Zhonghua, ZHANG, Bingjun, YU, Yi, SHEN, Jialie, WANG, Ye
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Information retrieval; multimodal; query-document-dependent fusion; Databases and Information Systems; Music
• Online Access: https://ink.library.smu.edu.sg/sis_research/1822; https://ink.library.smu.edu.sg/context/sis_research/article/2821/viewcontent/Query_Document_Dependent_Fusion_2013_afv.pdf
• Institution: Singapore Management University

In recent years, multimodal fusion has emerged as a promising technology for effective multimedia retrieval. Developing the optimal fusion strategy for different modality (e.g. content, metadata) has been the subject of intensive research. Given a query, existing methods derive a unified fusion stra...