Fusing heterogeneous modalities for video and image re-ranking

• Main Authors: TAN, Hung-Khoon, NGO, Chong-wah
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: graph fusion; heterogeneous modality fusion; modality agreement; re-ranking; Data Storage Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6518; https://ink.library.smu.edu.sg/context/sis_research/article/7521/viewcontent/1991996.1992011.pdf
• Institution: Singapore Management University

Multimedia documents in popular image and video sharing websites such as Flickr and Youtube are heterogeneous documents with diverse ways of representations and rich user-supplied information. In this paper, we investigate how the agreement among heterogeneous modalities can be exploited to guide da...