Learning a cross-modal hashing network for multimedia search

• Main Authors: Tan, Yap Peng, Liong, Venice Erin, Lu, Jiwen
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2018
• Subjects: Hashing; Cross-modal Retrieval
• Online Access: https://hdl.handle.net/10356/85331; http://hdl.handle.net/10220/44604
• Institution: Nanyang Technological University

In this paper, we propose a cross-modal hashing network (CMHN) method to learn compact binary codes for cross-modality multimedia search. Unlike most existing cross-modal hashing methods which learn a single pair of projections to map each example into a binary vector, we design a deep neural networ...