Jansen, B., Tran, D. T., & Temmermans, F. (2012). Combining image similarity metrics for semantic image annotation. In R. Meersman (Ed.), Lecture Notes in Computer Science (Vol. 7567, pp. 294-297). (On the Move to Meaningful Internet Systems: OTM 2012 Workshops). springer link.

@inproceedings{89f854214172466daf687cea73e5e636,
title = "Combining image similarity metrics for semantic image annotation",
abstract = "This paper describes automated image annotation as an image retrieval problem, in which the distance metric used to express similarity among images is learnt from available distance metrics on several image descriptors (MPEG-7 and SURF). Rather than describing the problem as an optimization problem, we study it as a regression problem. On a dataset of images of buildings taken in the city center of Brussels, we illustrate the superior performance of the combined dis- tance metrics over any of the considered individual distance metrics in automated image annotation.",
keywords = "content based image retrieval, automated image annotation, distance metric learning",
author = "Bart Jansen and Tran, {Duc Toan} and Frederik Temmermans",
note = "R. Meersman et al.; On the Move to Meaningful Internet Systems: OTM 2012 Workshops ; Conference date: 10-09-2012 Through 14-09-2012",
year = "2012",
month = sep,
day = "10",
language = "English",
isbn = "978-3-642-33617-1",
volume = "7567",
series = "On the Move to Meaningful Internet Systems: OTM 2012 Workshops",
publisher = "springer link",
pages = "294--297",
editor = "R. Meersman",
booktitle = "Lecture Notes in Computer Science",
}