Automatic image captioning
Date
2004
Editor(s)
Advisor
Supervisor
Co-Advisor
Co-Supervisor
Instructor
Source Title
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME 2004)
Print ISSN
Electronic ISSN
Publisher
Volume
3
Issue
Pages
1987 - 1990
Language
English
Type
Journal Title
Journal ISSN
Volume Title
Series
Abstract
In this paper, we examine the problem of automatic image captioning. Given a training set of captioned images, we want to discover correlations between image features and keywords, so that we can automatically find good keywords for a new image. We experiment thoroughly with multiple design alternatives on large datasets of various content styles, and our proposed methods achieve up to a 45% relative improvement on captioning accuracy over the state of the art.