Farid García-Lamont

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 32

Top Topics

Color Image Segmentation

Genetic Algorithm

Top Venues

Publications

Ernesto García Amaro, Jair Cervantes Canales, Farid García-Lamont, Francisco Marcelo Lara Viveros, José Sergio Ruiz Castilla, Josué Espejel Cabrera
Use of Computer Vision Techniques for Recognition of Diseases and Pests in Tomato Plants. Computación y Sistemas (CyS) 28 (2) (2024)
Farid García-Lamont, Asdrúbal López Chau, Jair Cervantes, Sergio Ruiz
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. 62 (8) (2024)
Jared Cervantes Canales, Jair Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, José Sergio Ruiz Castilla, Lisbeth Rodríguez-Mazahua
Optimal segmentation of image datasets by genetic algorithms using color spaces. Expert Syst. Appl. 238 (Part E) (2024)
Jair Cervantes, Jared Cervantes, Farid García-Lamont, Arturo Yee Rendón, Josué Espejel Cabrera, Laura D. Jalili
A comprehensive survey on segmentation techniques for retinal vessel segmentation. Neurocomputing 556 (2023)
Jared Cervantes, Dalia Luna, Jair Cervantes, Farid García-Lamont
Optimization of Vessel Segmentation Using Genetic Algorithms. ICIC (1) (2022)
Laura D. Jalili, Jair Cervantes, Farid García-Lamont, Adrián Trueba
Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction. ICIC (1) (2021)
Josué Espejel Cabrera, Jair Cervantes, Farid García-Lamont, José Sergio Ruiz Castilla, Laura D. Jalili
Mexican sign language segmentation using color based neuronal networks to detect the individual skin color. Expert Syst. Appl. 183 (2021)
Marcos Yamir Gómez-Ramos, J. Sergio Ruíz García, Farid García-Lamont
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 12 (3) (2021)
Marcos Yamir Gómez-Ramos, José Sergio Ruiz Castilla, Farid García-Lamont
Hybrid Algorithm of Convolutional Neural Networks and Vector Support Machines in Classification. ARTIIS (2021)
Adrián Trueba-Espinosa, Jessica Sánchez-Arrazola, Jair Cervantes, Farid García-Lamont
Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network. ICIC (3) (2021)
Daniel Ayala Niño, Jair Cervantes Canales, Farid García-Lamont, Joel Ayala de la Vega, Guillermo Calderón Zavala
A Hybrid Convolutional Neural Network for Complex Leaves Identification. ICIC (1) (2020)
Marcos Yamir Gómez-Ramos, José Sergio Ruiz Castilla, Farid García-Lamont
Clasificación de plantas de maíz y maleza: Hacia la mejora de la fertilización en México. Res. Comput. Sci. 149 (8) (2020)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, José Sergio Ruiz Castilla
Color image segmentation using saturated RGB colors and decoupling the intensity from the hue. Multim. Tools Appl. 79 (1-2) (2020)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau
A comprehensive survey on support vector machine classification: Applications, challenges and trends. Neurocomputing 408 (2020)
José Sergio Ruiz Castilla, Farid García-Lamont, José Ángel Regalado-García, Adán Vidal-Peralta, Carlos Rafael Hernández-Magos
MSUP: Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice. MICAI (2) (2020)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Arturo Yee Rendón
Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors. Pattern Anal. Appl. 23 (1) (2020)
Ernesto García Amaro, Jair Cervantes Canales, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Farid García-Lamont
Identification of Diseases and Pests in Tomato Plants Through Artificial Vision. ICIC (3) (2020)
José Sergio Ruiz Castilla, Juan-José Rangel-Cortes, Farid García-Lamont, Adrián Trueba-Espinosa
CNN and Metadata for Classification of Benign and Malignant Melanomas. ICIC (2) (2019)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Alfonso Zarco Hidalgo, José Sergio Ruiz Castilla
Complex Identification of Plants from Leaves. ICIC (3) (2018)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Sergio Ruiz
Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities. ICIC (3) (2018)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua
Segmentation of images by color features: A survey. Neurocomputing 292 (2018)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau
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. 30 (3) (2018)
Asdrúbal López Chau, Rafael Rojas-Hernández, Farid García-Lamont, Valentin Trujillo-Mora, Lisbeth Rodríguez-Mazahua, Jair Cervantes
Leaf Categorization Methods for Plant Identification. ICIC (3) (2017)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López Chau, José Sergio Ruiz Castilla, Adrián Trueba
PSO-based method for SVM classification on skewed data sets. Neurocomputing 228 (2017)
Miguel Contreras Murillo, Farid García-Lamont, Alma-Delia Cuevas-Rasgado
Segmentación de imágenes de color imitando la percepción humana del color. Res. Comput. Sci. 114 (2016)
Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes
Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods? ICIC (1) (2016)
Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau
Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means. ICIC (2) (2016)
Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Arturo Yee Rendón, Asdrúbal López Chau
Recognition of Mexican Sign Language from Frames in Video Sequences. ICIC (2) (2016)
Asdrúbal López Chau, Farid García-Lamont, Jair Cervantes
Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. ICIC (3) (2015)
Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López Chau
Color Characterization Comparison for Machine Vision-Based Fruit Recognition. ICIC (1) (2015)
Jair Cervantes, Farid García-Lamont, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla
Data selection based on decision tree for SVM classification on large data sets. Appl. Soft Comput. 37 (2015)
Jair Cervantes, Farid García-Lamont, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla, Adrián Trueba
PSO-Based Method for SVM Classification on Skewed Data-Sets. ICIC (3) (2015)
Jair Cervantes, De-Shuang Huang, Farid García-Lamont, Asdrúbal López Chau
A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets. ICIC (1) (2014)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau, Lisbeth Rodríguez-Mazahua
Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors. MICAI (2) (2013)
Lisbeth Rodríguez-Mazahua, Xiaoou Li, Alma-Delia Cuevas-Rasgado, Farid García-Lamont
DYVEP: An active database system with vertical partitioning functionality. ICNSC (2013)
Asdrúbal López Chau, Jair Cervantes, Lourdes López-García, Farid García-Lamont
Fisher's decision tree. Expert Syst. Appl. 40 (16) (2013)
Farid García-Lamont, Jair Cervantes, Asdrúbal López Chau
Recognition of Mexican banknotes via their color and texture features. Expert Syst. Appl. 39 (10) (2012)
Lisbeth Rodríguez-Mazahua, Xiaoou Li, Jair Cervantes, Farid García-Lamont
DYMOND: an active system for dynamic vertical partitioning of multimedia databases. IDEAS (2012)
José Hernández Santiago, Jair Cervantes, Asdrúbal López Chau, Farid García-Lamont
Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors. IBERAMIA (2012)