@InProceedings{MansanoMaAfPaFaTo:2012:ImImCl,
author = "Mansano, Alex Fernandes and Matsuoka, Jessica Akemi and Afonso,
Luis Claudio Sugi and Papa, Joao Paulo and Faria, Fabio and
Torres, Ricardo da Silva",
affiliation = "{UNESP - Univ Estadual Paulista } and {UNESP - Univ Estadual
Paulista } and {UNESP - Univ Estadual Paulista } and {UNESP - Univ
Estadual Paulista } and {University of Campinas } and {University
of Campinas}",
title = "Improving Image Classification Through Descriptor Combination",
booktitle = "Proceedings...",
year = "2012",
editor = "Freitas, Carla Maria Dal Sasso and Sarkar, Sudeep and Scopigno,
Roberto and Silva, Luciano",
organization = "Conference on Graphics, Patterns and Images, 25. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Image classification, Evolutionary algorithms, Descriptor
Combination.",
abstract = "The efficiency in image classification tasks can be improved using
combined information provided by several sources, such as shape,
color, and texture visual properties. Although many works proposed
to combine different feature vectors, we model the descriptor
combination as an optimization problem to be addressed by
evolutionary-based techniques, which compute distances between
samples that maximize their separability in the feature space. The
robustness of the proposed technique is assessed by the
Optimum-Path Forest classifier. Experiments showed that the
proposed methodology can outperform individual information
provided by single descriptors in well-known public datasets.",
conference-location = "Ouro Preto, MG, Brazil",
conference-year = "22-25 Aug. 2012",
doi = "10.1109/SIBGRAPI.2012.52",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2012.52",
language = "en",
ibi = "8JMKD3MGPBW34M/3C9U2C8",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3C9U2C8",
targetfile = "opf-sibgrapi12-versao-final.pdf",
urlaccessdate = "2024, Apr. 29"
}