selected publications
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academic article
- Análisis comparativo de las técnicas utilizadas en un sistema de reconocimiento de hojas de planta
- Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors
- Automatic mapping magnetic resonance images into multimedia database using SIFT
- Automatic mapping magnetic resonance images into multimedia database using SIFT
- Clasificación del lenguaje de señas mexicano con SVM generando datos artificiales
- Complex identification of plants from leaves
- Contrast enhacenment of RGB color images by histogram equalization of color vectors' intensities
- Data selection based on decision tree for SVM classification on large data sets
- Detection of Compund Leaves for Plant Identification
- Fisher’s decision tree
- Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity
- PSO-based method for svm classification on skewed data-sets
- Segmentation of images by color features: a survey
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chapter
- A hybrid algorithm to improve the accuracy of support vector machines on skewed data-sets
- Classification of mexican paper currency denomination by extracting their discriminative colors
- Classification on imbalanced data sets, taking advantage of errors to improve performance
- Color characterization comparison for machine vision-based fruit recognition
- Computing the number of groups for color image segmentation using competitive neural networks and fuzzy c-means
- Leaf Categorization Methods for Plant Identification
- Reconocimiento de patrones para la identificación de clase y familia de plantas a partir de sus caracteres
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thesis