Tag-based image retrieval improved by augmented features and group-based refinement

• Main Authors: Chen, Lin, Xu, Dong, Tsang, Ivor Wai-Hung, Luo, Jiebo
• Other Authors: School of Computer Engineering
• Format: Article
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/96254; http://hdl.handle.net/10220/11473
• Institution: Nanyang Technological University

In this paper, we propose a new tag-based image retrieval framework to improve the retrieval performance of a group of related personal images captured by the same user within a short period of an event by leveraging millions of training web images and their associated rich textual descriptions. For...