Learning robust multi-label hashing for efficient image retrieval

• Main Authors: CHEN, Haibao, ZHAO, Yuyan, ZHU, Lei, CHEN, Guilin, SUN, Kaichuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Correlation matrix; Label hypergraph; Robust multi-label hashing; Databases and Information Systems; Systems Architecture
• Online Access: https://ink.library.smu.edu.sg/sis_research/3593
• Institution: Singapore Management University

Supervised hashing generally achieves superior performance over unsupervised or semi-supervised approaches by leveraging semantic labels. However, most existing supervised hashing techniques only deal with image samples with single label. Few of them properly address the practical problem concerning...