Farid García-Lamont

40 papers C 1Journal 18Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generative AI and Transformers in Advanced Skin Lesion Classification applied on a mobile device. Int. J. Comb. Optim. Probl. Informatics Erick Garcia-Espinosa, José Sergio Ruiz Castilla, Farid García-Lamont
2024	J	`jnl`	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. Farid García-Lamont, Asdrúbal López-Chau, Jair Cervantes, Sergio Ruiz
2024	J	`jnl`	Optimal segmentation of image datasets by genetic algorithms using color spaces. Expert Syst. Appl. Jared Cervantes Canales, Jair Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, José Sergio Ruiz Castilla, Lisbeth Rodríguez-Mazahua
2024	J	`jnl`	Use of Computer Vision Techniques for Recognition of Diseases and Pests in Tomato Plants. Computación y Sistemas (CyS) Ernesto García Amaro, Jair Cervantes Canales, Farid García-Lamont, Francisco Marcelo Lara Viveros, José Sergio Ruiz Castilla, Josué Espejel Cabrera
2023	J	`jnl`	A comprehensive survey on segmentation techniques for retinal vessel segmentation. Neurocomputing Jair Cervantes, Jared Cervantes Canales, Farid García-Lamont, Arturo Yee Rendón, Josué Espejel Cabrera, Laura D. Jalili
2022	—	`conf`	Optimization of Vessel Segmentation Using Genetic Algorithms. ICIC (1) Jared Cervantes Canales, Dalia Luna, Jair Cervantes, Farid García-Lamont
2021	—	`conf`	Classification of Pulmonary Diseases from X-ray Images Using a Convolutional Neural Network. ICIC (3) Adrián Trueba-Espinosa, Jessica Sánchez-Arrazola, Jair Cervantes, Farid García-Lamont
2021	J	`jnl`	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 Marcos Yamir Gómez-Ramos, J. Sergio Ruíz García, Farid García-Lamont
2021	—	`conf`	Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction. ICIC (1) Laura D. Jalili, Jair Cervantes, Farid García-Lamont, Adrián Trueba
2021	—	`conf`	Hybrid Algorithm of Convolutional Neural Networks and Vector Support Machines in Classification. ARTIIS Marcos Yamir Gómez-Ramos, José Sergio Ruiz Castilla, Farid García-Lamont
2021	J	`jnl`	Mexican sign language segmentation using color based neuronal networks to detect the individual skin color. Expert Syst. Appl. Josué Espejel Cabrera, Jair Cervantes, Farid García-Lamont, José Sergio Ruiz Castilla, Laura D. Jalili
2020	—	`conf`	A Hybrid Convolutional Neural Network for Complex Leaves Identification. ICIC (1) Daniel Ayala Niño, Jair Cervantes Canales, Farid García-Lamont, Joel Ayala de la Vega, Guillermo Calderón Zavala
2020	J	`jnl`	A comprehensive survey on support vector machine classification: Applications, challenges and trends. Neurocomputing Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López-Chau
2020	J	`jnl`	Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors. Pattern Anal. Appl. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Arturo Yee Rendón
2020	J	`jnl`	Clasificación de plantas de maíz y maleza: Hacia la mejora de la fertilización en México. Res. Comput. Sci. Marcos Yamir Gómez-Ramos, José Sergio Ruiz Castilla, Farid García-Lamont
2020	J	`jnl`	Color image segmentation using saturated RGB colors and decoupling the intensity from the hue. Multim. Tools Appl. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, José Sergio Ruiz Castilla
2020	—	`conf`	Identification of Diseases and Pests in Tomato Plants Through Artificial Vision. ICIC (3) Ernesto García Amaro, Jair Cervantes Canales, Josué Espejel Cabrera, José Sergio Ruiz Castilla, Farid García-Lamont
2020	—	`conf`	MSUP: Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice. MICAI (2) José Sergio Ruiz Castilla, Farid García-Lamont, José Ángel Regalado-García, Adán Vidal-Peralta, Carlos Rafael Hernández-Magos
2019	—	`conf`	CNN and Metadata for Classification of Benign and Malignant Melanomas. ICIC (2) José Sergio Ruiz Castilla, Juan-José Rangel-Cortes, Farid García-Lamont, Adrián Trueba-Espinosa
2018	—	`conf`	Complex Identification of Plants from Leaves. ICIC (3) Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Alfonso Zarco Hidalgo, José Sergio Ruiz Castilla
2018	—	`conf`	Contrast Enhancement of RGB Color Images by Histogram Equalization of Color Vectors' Intensities. ICIC (3) Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Sergio Ruiz
2018	J	`jnl`	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. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau
2018	J	`jnl`	Segmentation of images by color features: A survey. Neurocomputing Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua
2017	—	`conf`	Leaf Categorization Methods for Plant Identification. ICIC (3) Asdrúbal López-Chau, Rafael Rojas-Hernández, Farid García-Lamont, Valentín Trujillo-Mora, Lisbeth Rodríguez-Mazahua, Jair Cervantes
2017	J	`jnl`	PSO-based method for SVM classification on skewed data sets. Neurocomputing Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Asdrúbal López-Chau, José Sergio Ruiz Castilla, Adrián Trueba
2016	—	`conf`	Computing the Number of Groups for Color Image Segmentation Using Competitive Neural Networks and Fuzzy C-Means. ICIC (2) Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López-Chau
2016	—	`conf`	Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods? ICIC (1) Asdrúbal López-Chau, Farid García-Lamont, Jair Cervantes
2016	—	`conf`	Recognition of Mexican Sign Language from Frames in Video Sequences. ICIC (2) Jair Cervantes, Farid García-Lamont, Lisbeth Rodríguez-Mazahua, Arturo Yee Rendón, Asdrúbal López-Chau
2016	J	`jnl`	Segmentación de imágenes de color imitando la percepción humana del color. Res. Comput. Sci. Miguel Contreras Murillo, Farid García-Lamont, Alma-Delia Cuevas-Rasgado
2015	—	`conf`	Classification on Imbalanced Data Sets, Taking Advantage of Errors to Improve Performance. ICIC (3) Asdrúbal López-Chau, Farid García-Lamont, Jair Cervantes
2015	—	`conf`	Color Characterization Comparison for Machine Vision-Based Fruit Recognition. ICIC (1) Farid García-Lamont, Jair Cervantes, José Sergio Ruiz Castilla, Asdrúbal López-Chau
2015	J	`jnl`	Data selection based on decision tree for SVM classification on large data sets. Appl. Soft Comput. Jair Cervantes, Farid García-Lamont, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla
2015	—	`conf`	PSO-Based Method for SVM Classification on Skewed Data-Sets. ICIC (3) Jair Cervantes, Farid García-Lamont, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua, José Sergio Ruiz Castilla, Adrián Trueba
2014	—	`conf`	A Hybrid Algorithm to Improve the Accuracy of Support Vector Machines on Skewed Data-Sets. ICIC (1) Jair Cervantes, De-Shuang Huang, Farid García-Lamont, Asdrúbal López-Chau
2013	—	`conf`	Classification of Mexican Paper Currency Denomination by Extracting Their Discriminative Colors. MICAI (2) Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau, Lisbeth Rodríguez-Mazahua
2013	—	`conf`	DYVEP: An active database system with vertical partitioning functionality. ICNSC Lisbeth Rodríguez-Mazahua, Xiaoou Li, Alma-Delia Cuevas-Rasgado, Farid García-Lamont
2013	J	`jnl`	Fisher's decision tree. Expert Syst. Appl. Asdrúbal López-Chau, Jair Cervantes, Lourdes López-García, Farid García-Lamont
2012	C	`conf`	DYMOND: an active system for dynamic vertical partitioning of multimedia databases. IDEAS Lisbeth Rodríguez-Mazahua, Xiaoou Li, Jair Cervantes, Farid García-Lamont
2012	—	`conf`	Enhancing the Performance of SVM on Skewed Data Sets by Exciting Support Vectors. IBERAMIA José Hernández Santiago, Jair Cervantes, Asdrúbal López-Chau, Farid García-Lamont
2012	J	`jnl`	Recognition of Mexican banknotes via their color and texture features. Expert Syst. Appl. Farid García-Lamont, Jair Cervantes, Asdrúbal López-Chau