Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval

• Main Authors: XIE, Liang, ZHU, Lei, CHEN, Guoqi
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Cross-modal hashing; Multi-graph learning; Cross-media retrieval; Computer Sciences; Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/4437; https://ink.library.smu.edu.sg/context/sis_research/article/5440/viewcontent/Unsupervised_multi_graph_cross_modal_2016_av.pdf
• Institution: Singapore Management University

With the advance of internet and multimedia technologies, large-scale multi-modal representation techniques such as cross-modal hashing, are increasingly demanded for multimedia retrieval. In cross-modal hashing, three essential problems should be seriously considered. The first is that effective cr...