Cross-Modal Self-Taught Hashing for large-scale image retrieval

• Main Authors: XIE, Liang, ZHU, Lei, PAN, Peng, LU, Yansheng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Cross-modal hashing; Image retreival; Self-taught learning; Semantic correlation; Graphics and Human Computer Interfaces; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3587; https://ink.library.smu.edu.sg/context/sis_research/article/4588/viewcontent/cross_modal__1_.pdf
• Institution: Singapore Management University

Cross-modal hashing integrates the advantages of traditional cross-modal retrieval and hashing, it can solve large-scale cross-modal retrieval effectively and efficiently. However, existing cross-modal hashing methods rely on either labeled training data, or lack semantic analysis. In this paper, we...