Online multi-modal distance learning for scalable multimedia retrieval

• Main Authors: XIA, Hao, WU, Pengcheng, HOI, Steven C. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2013
• Subjects: Graph Laplacian; multi-modal distance; multimedia retrieval; online learning; Computer Sciences; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/2337; https://ink.library.smu.edu.sg/context/sis_research/article/3337/viewcontent/Online_Multi_modal_Distance_Learning_for_Scalable_Multimedia_Retrieval.pdf
• Institution: Singapore Management University

In many real-word scenarios, e.g., multimedia applications, data often originates from multiple heterogeneous sources or are represented by diverse types of representation, which is often referred to as "multi-modal data". The definition of distance between any two objects/items on multi-m...