Publications
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Fidalgo, Eduardo; Fernández-Robles, Laura; García-Ordás, Maite; Olivera, Óscar García-Olalla; Alegre, Enrique
EVALUATION OF SHAPE AND COLOR DESCRIPTORS BY USING BAG OF WORD TECHNIQUES WITH ONE VS ALL CLASSIFICATION Artículo de revista
En: 0000.
Resumen | Enlaces | BibTeX | Etiquetas: Bag of Words, Color Descriptors, One-vs-all, Shape Description
@article{fidalgo_evaluation_nodate,
title = {EVALUATION OF SHAPE AND COLOR DESCRIPTORS BY USING BAG OF WORD TECHNIQUES WITH ONE VS ALL CLASSIFICATION},
author = {Eduardo Fidalgo and Laura Fernández-Robles and Maite García-Ordás and Óscar García-Olalla Olivera and Enrique Alegre},
url = {https://www.researchgate.net/profile/Eduardo-Fidalgo-4/publication/257758029_Evaluation_of_shape_and_color_descriptors_by_using_bag_of_Word_techniques_with_one_vs_all_classification/links/5a2032d8458515341c85589a/Evaluation-of-shape-and-color-descriptors-by-using-bag-of-Word-techniques-with-one-vs-all-classification.pdf},
abstract = {This paper evaluates various shape and color descriptors on two datasets: “Soccer” and a newly introduced one called “Karinas_Dataset1.” Images are represented using descriptors created through the Bag of Words (BoW) technique. A one-vs-all classifier is then trained and tested with random images from the datasets. To avoid outliers, experiments are repeated 10 times and the average result is reported.},
keywords = {Bag of Words, Color Descriptors, One-vs-all, Shape Description},
pubstate = {published},
tppubtype = {article}
}
This paper evaluates various shape and color descriptors on two datasets: “Soccer” and a newly introduced one called “Karinas_Dataset1.” Images are represented using descriptors created through the Bag of Words (BoW) technique. A one-vs-all classifier is then trained and tested with random images from the datasets. To avoid outliers, experiments are repeated 10 times and the average result is reported.