Farid García

According to our database, Farid García authored at least 40 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Optimal segmentation of image datasets by genetic algorithms using color spaces.

Jared Cervantes Canales, Jair Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, José Sergio Ruiz Castilla, Lisbeth Rodríguez-Mazahua

Expert Syst. Appl., March, 2024

2023

A comprehensive survey on segmentation techniques for retinal vessel segmentation.

Jair Cervantes, Jared Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, Josué Espejel Cabrera, Laura D. Jalili

Neurocomputing, November, 2023

2022

Optimization of Vessel Segmentation Using Genetic Algorithms.

Jared Cervantes Canales, Dalia Luna, Jair Cervantes, Farid García-Lamont

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.

Marcos Yamir Gómez-Ramos, J. Sergio Ruíz García, Farid García-Lamont

Int. J. Comb. Optim. Probl. Informatics, 2021

Mexican sign language segmentation using color based neuronal networks to detect the individual skin color.

Josué Espejel Cabrera, Jair Cervantes, Farid García-Lamont, José Sergio Ruiz Castilla, Laura D. Jalili

Expert Syst. Appl., 2021

Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network.

Adrián Trueba-Espinosa, Jessica Sánchez-Arrazola, Jair Cervantes, Farid García-Lamont

Proceedings of the Intelligent Computing Theories and Application, 2021

Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction.

Laura D. Jalili, Jair Cervantes, Farid García-Lamont, Adrián Trueba

Proceedings of the Intelligent Computing Theories and Application, 2021

Hybrid Algorithm of Convolutional Neural Networks and Vector Support Machines in Classification.

Marcos Yamir Gómez-Ramos, José Sergio Ruiz Castilla, Farid García-Lamont

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.

Marcos Yamir Gómez-Ramos, José Sergio Ruiz Castilla, Farid García-Lamont

Res. Comput. Sci., 2020

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

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Arturo Yee Rendón

Pattern Anal. Appl., 2020

Color image segmentation using saturated RGB colors and decoupling the intensity from the hue.

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, José Sergio Ruiz Castilla

Multim. Tools Appl., 2020

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

Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau

Neurocomputing, 2020

MSUP: Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice.

José Sergio Ruiz Castilla, Farid García-Lamont, José Ángel Regalado-García, Adán Vidal-Peralta, Carlos Rafael Hernández-Magos

Proceedings of the Advances in Computational Intelligence, 2020

A Hybrid Convolutional Neural Network for Complex Leaves Identification.

Daniel Ayala Niño, Jair Cervantes Canales, Farid García-Lamont, Joel Ayala de la Vega, Guillermo Calderón Zavala

Proceedings of the Intelligent Computing Theories and Application, 2020

Identification of Diseases and Pests in Tomato Plants Through Artificial Vision.

Ernesto García Amaro, Jair Cervantes Canales, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Farid García-Lamont

Proceedings of the Intelligent Computing Methodologies - 16th International Conference, 2020

2019

CNN and Metadata for Classification of Benign and Malignant Melanomas.

José Sergio Ruiz Castilla, Juan-José Rangel-Cortes, Farid García-Lamont, Adrián Trueba-Espinosa

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.

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau

Neural Comput. Appl., 2018

Segmentation of images by color features: A survey.

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua

Neurocomputing, 2018

Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities.

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Sergio Ruiz

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Complex Identification of Plants from Leaves.

Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Alfonso Zarco Hidalgo, José Sergio Ruiz Castilla

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

2017

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

Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau, José Sergio Ruiz Castilla, Adrián Trueba

Neurocomputing, 2017

Leaf Categorization Methods for Plant Identification.

Asdrúbal López Chau, Rafael Rojas-Hernández, Farid García-Lamont, Valentin Trujillo-Mora, Lisbeth Rodríguez-Mazahua, Jair Cervantes

Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017

2016

Segmentación de imágenes de color imitando la percepción humana del color.

Miguel Contreras Murillo, Farid García-Lamont, Alma-Delia Cuevas-Rasgado

Res. Comput. Sci., 2016

Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means.

Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau

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?

Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes

Proceedings of the Intelligent Computing Theories and Application, 2016

Recognition of Mexican Sign Language from Frames in Video Sequences.

Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Arturo Yee Rendón, Asdrúbal López Chau

Proceedings of the Intelligent Computing Theories and Application, 2016

2015

Data selection based on decision tree for SVM classification on large data sets.

Jair Cervantes, Farid García-Lamont, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla

Appl. Soft Comput., 2015

Color Characterization Comparison for Machine Vision-Based Fruit Recognition.

Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau

Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance.

Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes

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.

Jair Cervantes, De-Shuang Huang, Farid García-Lamont, Asdrúbal López Chau

Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

2013

Fisher's decision tree.

Asdrúbal López Chau, Jair Cervantes, Lourdes López-García, Farid García-Lamont

Expert Syst. Appl., 2013

Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors.

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua

Proceedings of the Advances in Soft Computing and Its Applications, 2013

DYVEP: An active database system with vertical partitioning functionality.

Lisbeth Rodríguez-Mazahua, Xiaoou Li, Alma-Delia Cuevas-Rasgado, Farid García-Lamont

Proceedings of 10th IEEE International Conference on Networking, Sensing and Control, 2013

2012

Recognition of Mexican banknotes via their color and texture features.

Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau

Expert Syst. Appl., 2012

DYMOND: an active system for dynamic vertical partitioning of multimedia databases.

Lisbeth Rodríguez-Mazahua, Xiaoou Li, Jair Cervantes, Farid García-Lamont

Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors.

José Hernández Santiago, Jair Cervantes, Asdrúbal López Chau, Farid García-Lamont

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

2011

Wheeled vehicles' velocity updating by navigating on outdoor terrains.

Matías Alvarado, Farid García

Neural Comput. Appl., 2011

A Fast SVM Training Algorithm Based on a Decision Tree Data Filter.

Jair Cervantes, Asdrúbal López Chau, Farid García, Adrián Trueba

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Efficient Roughness Recognition for Velocity Updating by Wheeled-Robots Navigation.

Farid García, Matías Alvarado

Proceedings of the Advances in Pattern Recognition, 2010

Wheeled-Robot Navigation with Velocity Updating on Rough Terrains.

Farid García, Matías Alvarado

Proceedings of the ICINCO 2010, 2010