BEHAVIOR OF DIFFERENT IMAGE CLASSIFIERS WITHIN A BROAD DOMAIN

B. Clemente, M. L. Durán, A. Caro, P. G. Rodríguez

2009

Abstract

Image classification is one of the most important research tasks in the Content-Based Image Retrieval area. The term image categorization refers to the labeling of the images under one of a number of predefined categories. Although this task is usually not too difficult for humans, it has proved to be extremely complex for machines (or computer programs). The major issues concern variable and sometimes uncontrolled imaging conditions. This paper focuses on observation of behavior for different classifiers within a collection of general purpose images (photos). We carry out a contrastive study between the groups obtained from these mathematical classifiers and a prior classification developed by humans.

Paper Citation

in Harvard Style

Clemente B., Durán M., Caro A. and Rodríguez P. (2009). BEHAVIOR OF DIFFERENT IMAGE CLASSIFIERS WITHIN A BROAD DOMAIN . In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009) ISBN 978-989-674-011-5, pages 278-283. DOI: 10.5220/0002297002780283

in Bibtex Style

@conference{kdir09,
author={B. Clemente and M. L. Durán and A. Caro and P. G. Rodríguez},
title={BEHAVIOR OF DIFFERENT IMAGE CLASSIFIERS WITHIN A BROAD DOMAIN},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)},
year={2009},
pages={278-283},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002297002780283},
isbn={978-989-674-011-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)
TI - BEHAVIOR OF DIFFERENT IMAGE CLASSIFIERS WITHIN A BROAD DOMAIN
SN - 978-989-674-011-5
AU - Clemente B.
AU - Durán M.
AU - Caro A.
AU - Rodríguez P.
PY - 2009
SP - 278
EP - 283
DO - 10.5220/0002297002780283