Online cross-modal hashing for web image retrieval

• Main Authors: XIE, Liang, SHEN, Jialie, ZHU, Lei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Cross-modal hashing; image retrieval; codes; transfer matrix; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/3538; https://ink.library.smu.edu.sg/context/sis_research/article/4539/viewcontent/OnlineCrossModalHashing_2016.pdf
• Institution: Singapore Management University

Cross-modal hashing (CMH) is an efficient technique for the fast retrieval of web image data, and it has gained a lot of attentions recently. However, traditional CMH methods usually apply batch learning for generating hash functions and codes. They are inefficient for the retrieval of web images wh...