Farid García

Orcid: 0000-0002-9739-3802

According to our database1, Farid García authored at least 42 papers between 2010 and 2024.

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Bibliography

2024
Nucleus segmentation of white blood cells in blood smear images by modeling the pixels' intensities as a set of three Gaussian distributions.
Medical Biol. Eng. Comput., August, 2024

Optimal segmentation of image datasets by genetic algorithms using color spaces.
Expert Syst. Appl., March, 2024

Use of Computer Vision Techniques for Recognition of Diseases and Pests in Tomato Plants.
Computación y Sistemas (CyS), 2024

2023
A comprehensive survey on segmentation techniques for retinal vessel segmentation.
Neurocomputing, November, 2023

2022
Optimization of Vessel Segmentation Using Genetic Algorithms.
Proceedings of the Intelligent Computing Theories and Application, 2022

2021
Classification of corn plants and weed based on characteristics of color and texture using methods of segmentation Otsu and PCA.
Int. J. Comb. Optim. Probl. Informatics, 2021

Mexican sign language segmentation using color based neuronal networks to detect the individual skin color.
Expert Syst. Appl., 2021

Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network.
Proceedings of the Intelligent Computing Theories and Application, 2021

Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction.
Proceedings of the Intelligent Computing Theories and Application, 2021

Hybrid Algorithm of Convolutional Neural Networks and Vector Support Machines in Classification.
Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2021

2020
Clasificación de plantas de maíz y maleza: Hacia la mejora de la fertilización en México.
Res. Comput. Sci., 2020

Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors.
Pattern Anal. Appl., 2020

Color image segmentation using saturated RGB colors and decoupling the intensity from the hue.
Multim. Tools Appl., 2020

A comprehensive survey on support vector machine classification: Applications, challenges and trends.
Neurocomputing, 2020

MSUP: Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice.
Proceedings of the Advances in Computational Intelligence, 2020

A Hybrid Convolutional Neural Network for Complex Leaves Identification.
Proceedings of the Intelligent Computing Theories and Application, 2020

Identification of Diseases and Pests in Tomato Plants Through Artificial Vision.
Proceedings of the Intelligent Computing Methodologies - 16th International Conference, 2020

2019
CNN and Metadata for Classification of Benign and Malignant Melanomas.
Proceedings of the Intelligent Computing Theories and Application, 2019

2018
Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity.
Neural Comput. Appl., 2018

Segmentation of images by color features: A survey.
Neurocomputing, 2018

Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Complex Identification of Plants from Leaves.
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

2017
PSO-based method for SVM classification on skewed data sets.
Neurocomputing, 2017

Leaf Categorization Methods for Plant Identification.
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

2016
Segmentación de imágenes de color imitando la percepción humana del color.
Res. Comput. Sci., 2016

Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means.
Proceedings of the Intelligent Computing Theories and Application, 2016

Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods?
Proceedings of the Intelligent Computing Theories and Application, 2016

Recognition of Mexican Sign Language from Frames in Video Sequences.
Proceedings of the Intelligent Computing Theories and Application, 2016

2015
Data selection based on decision tree for SVM classification on large data sets.
Appl. Soft Comput., 2015

Color Characterization Comparison for Machine Vision-Based Fruit Recognition.
Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

2014
A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets.
Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

2013
Fisher's decision tree.
Expert Syst. Appl., 2013

Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

DYVEP: An active database system with vertical partitioning functionality.
Proceedings of 10th IEEE International Conference on Networking, Sensing and Control, 2013

2012
Recognition of Mexican banknotes via their color and texture features.
Expert Syst. Appl., 2012

DYMOND: an active system for dynamic vertical partitioning of multimedia databases.
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2011
Wheeled vehicles' velocity updating by navigating on outdoor terrains.
Neural Comput. Appl., 2011

A Fast SVM Training Algorithm Based on a Decision Tree Data Filter.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Efficient Roughness Recognition for Velocity Updating by Wheeled-Robots Navigation.
Proceedings of the Advances in Pattern Recognition, 2010

Wheeled-Robot Navigation with Velocity Updating on Rough Terrains.
Proceedings of the ICINCO 2010, 2010


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