Publications
2005
1.
Sánchez-González, Lidia; Petkov, Nicolai; Alegre, Enrique
Classification of boar spermatozoid head images using a model intracellular density distribution Artículo de revista
En: Progress in Pattern Recognition, Image Analysis and Applications: 10th Iberoamerican Congress on Pattern Recognition, CIARP 2005, Havana, Cuba, November 15-18, 2005. Proceedings 10, pp. 154–160, 2005, (Publisher: Springer Berlin Heidelberg).
Resumen | Enlaces | BibTeX | Etiquetas: Biomedical Imaging, Image classification, machine learning, Pattern Recognition, Sperm Analysis
@article{sanchez-gonzalez_classification_2005,
title = {Classification of boar spermatozoid head images using a model intracellular density distribution},
author = {Lidia Sánchez-González and Nicolai Petkov and Enrique Alegre},
url = {https://link.springer.com/chapter/10.1007/11578079_17},
year = {2005},
date = {2005-01-01},
journal = {Progress in Pattern Recognition, Image Analysis and Applications: 10th Iberoamerican Congress on Pattern Recognition, CIARP 2005, Havana, Cuba, November 15-18, 2005. Proceedings 10},
pages = {154–160},
abstract = {A novel method is proposed to classify boar spermatozoid heads based on intracellular intensity distribution. A model distribution is created from normal samples, and deviations are used for classification. The decision criterion minimizes classification errors, achieving a global error of 20.40%.},
note = {Publisher: Springer Berlin Heidelberg},
keywords = {Biomedical Imaging, Image classification, machine learning, Pattern Recognition, Sperm Analysis},
pubstate = {published},
tppubtype = {article}
}
A novel method is proposed to classify boar spermatozoid heads based on intracellular intensity distribution. A model distribution is created from normal samples, and deviations are used for classification. The decision criterion minimizes classification errors, achieving a global error of 20.40%.