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Listar Científica por autor "García Lamont, Farid"

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  • Análisis comparativo de las técnicas utilizadas en un sistema de reconocimiento de hojas de planta 
    Cervantes Canales, Jair; García Lamont, Farid; YEE RENDON, ARTURO; RUIZ CASTILLA, JOSE SERGIO; TALTEMPA MORENO, JESUS; DOMINGUEZ JALILI, LAURA YADIRA (Elsevier, 2017-03-01)
    El desarrollo de sistemas de identificación de hojas de plantas es un reto actual que comprende numerosas aplicaciones que van desde alimentación, medicina, industria y medio ambiente. En la literatura actual, se han ...
  • Artificial intelligence techniques in handover decision: a brief re- view 
    CERVANTES BAZAN, JOSUE VICENTE; CUEVAS RASGADO, ALMA DELIA; AZCANO SALAS, SAUL; García Lamont, Farid; Cerquides Bueno, Jesus (INGENIANTES, 2019-05-01)
    The conception of the Internet was born from the Advanced Re- search Projects Agency (ARPA) in 1957, with the collaboration of Leonard Kleinrock et al, developed the ARPANET [1]. Afterwards, several researchers joined the ...
  • Automatic computing of number of clusters for color image segmentation employing fuzzy c-means by extracting chromaticity features of colors 
    Cervantes Canales, Jair; García Lamont, Farid; LOPEZ CHAU, ASDRUBAL; YEE RENDON, ARTURO (Pattern Analysis and Applications, 2018-07-25)
    In this paper we introduce a method for color image segmentation by computing automatically the number of clusters the data, pixels, are divided into using fuzzy c-means. In several works the number of clusters is defined ...
  • Automatic mapping magnetic resonance images into multimedia database using SIFT 
    REYNOSO MUÑOZ, JENNIFER LYNN; CUEVAS RASGADO, ALMA DELIA; García Lamont, Farid; GUZMAN ARENAS, ADOLFO (IEEE Latin America Transactions, 2015-08-01)
    This paper focuses on the representation of magnetic resonances of different parts of the human body, such as knees, spinal column, arms, elbows, etc., using ontologies. First, it maps the resonance images in a multimedia ...
  • Automatic mapping magnetic resonance images into multimedia database using SIFT 
    REYNOSO MUÑOZ, JENNIFER LYNN; CUEVAS RASGADO, ALMA DELIA; García Lamont, Farid; GUZMAN ARENAS, ADOLFO (IEEE LATIN AMERICA TRANSACTIONS,, 2015-08-01)
    This paper focuses on the representation of magnetic resonances of different parts of the human body, such as knees, spinal column, arms, elbows, etc., using ontologies. First, it maps the resonance ...
  • Calculo automático de índice de masa corporal usando visión artificial 
    AMADOR REYES, JUAN DE JESUS; ESPEJEL CABRERA, JOSUE; García Lamont, Farid; DOMINGUEZ JALILI, LAURA YADIRA; RUIZ CASTILLA, JOSE SERGIO (Revista Ibérica de Sistemas y Tecnologías de Información, 2020-01-01)
    Los avances tecnológicos se han implementado en diferentes campos de la vida diaria, un campo de gran relevancia es la medicina. La investigación de metodologías que faciliten la determinación temprana de los síntomas y ...
  • Clasificación del lenguaje de señas mexicano con SVM generando datos artificiales 
    Cervantes Canales, Jair; García Lamont, Farid; ESPEJEL CABRERA, JOSUE; Trueba Espinosa, Adrián; HERNANDEZ SANTIAGO, JOSE (Vínculos, 2013-04-30)
    El desarrollo de herramientas que faciliten la comunicación de personas sordas es un reto de investigación actual muy importante. Una línea de investigación es el desarrollo de sistemas de visión con un gran poder de ...
  • Classification of corn plants and weed based on characteristics of color and texture using methods of segmentation Otsu and PCA 
    GOMEZ RAMOS, MARCOS YAMIR; RUIZ CASTILLA, JOSE SERGIO; García Lamont, Farid (International Journal of Combinatorial Optimization Problems and Informatics, 2021-09-11)
    The corn crop is very important in Mexico. Corn is fertilized manually or with machinery. When fertilization is manual, it consists of depositing fertilizer to each corn plant. Whereas machine fertilization, involve of ...
  • Color image segmentation using saturated RGB colors and decoupling the intensity from the hue 
    García Lamont, Farid; Cervantes Canales, Jair; LOPEZ CHAU, ASDRUBAL; RUIZ CASTILLA, JOSE SERGIO (Multimedia Tools and Applications, 2019-11-05)
    Although the RGB space is accepted to represent colors, it is not adequate for color processing. In related works the colors are usually mapped to other color spaces more suitable for color processing, but it may imply an ...
  • Complex identification of plants from leaves 
    Cervantes Canales, Jair; García Lamont, Farid; Rodríguez Mazahua, Lisbeth; ZARCO HIDALGO, ALFONSO; RUIZ CASTILLA, JOSE SERGIO (Springer, 2018-08-15)
    The automatic identification of plant leaves is a very important current topic of research in vision systems. Several researchers have tried to solve the problem of identification from plant leaves proposing various ...
  • Computing the number of groups for color image segmentation using competitive neural networks and fuzzy c-means 
    Cervantes Canales, Jair; García Lamont, Farid; LOPEZ CHAU, ASDRUBAL; RUIZ CASTILLA, JOSE SERGIO (Springer, 2016)
    Fuzzy C-means (FCM) is one of the most often techniques employed for color image segmentation; the drawback with this technique is the number of clusters the data, pixels’ colors, is grouped must be defined a priori. In ...
  • Contrast enhacenment of RGB color images by histogram equalization of color vectors' intensities 
    Cervantes Canales, Jair; García Lamont, Farid; LOPEZ CHAU, ASDRUBAL; RUIZ CASTILLA, JOSE SERGIO (Springer, 2018-08-15)
    The histogram equalization (HE) is a technique developed for image contrast enhancement of grayscale images. For RGB (Red, Green, Blue) color images, the HE is usually applied in the color channels separately; due to ...
  • Data selection based on decision tree for SVM classification on large data sets 
    Cervantes Canales, Jair; García Lamont, Farid; LOPEZ CHAU, ASDRUBAL; Rodríguez Mazahua, Lisbeth; RUIZ CASTILLA, JOSE SERGIO (Applied Soft Computing, 2015-08-18)
    Support Vector Machine (SVM) has important properties such as a strong mathematical background and a better generalization capability with respect to other classification methods. On the other hand, the major drawback of ...
  • Desarrollo de algoritmos para traductor automático de lenguaje de señas mexicanas (LSM) 
    ESPEJEL CABRERA, JOSUE (Universidad Autónoma del Estado de México, 2021-10-27)
    En años recientes, el desarrollo de algoritmos que asistan en la comunicación con gente sorda es un reto importante. El desarrollo de sistemas automatizados para traducir el lenguaje de señas es un tema de investigación ...
  • Dichotomization of multilevel variables to detect hidden associations 
    LOPEZ CHAU, ASDRUBAL; Rodríguez Mazahua, Lisbeth; García Lamont, Farid; QUINTANA LOPEZ, MARICELA; ROJAS HERNANDEZ, ALBERTO (Applied Sciences, 2022-12-16)
    A test of independence is commonly used to determine differences (or associations) between samples in a nominal level measurement. Fisher’s exact test and Chi-square test are two of the most widely applied tests of ...
  • Extraordinary Passive Safety in Cars Using a Sensor Network Model 
    RUIZ CASTILLA, JOSE SERGIO; García Lamont, Farid (Revista INGENIERÍA, 2022-01-04)
    Context: The automobile industry has included active and passive safety. Active safety incorporates elements to avoid crashes and collisions. Some elements are ABS brakes and stabilization bars, among others. On the other ...
  • Fisher’s decision tree 
    LOPEZ CHAU, ASDRUBAL; Cervantes Canales, Jair; LOPEZ GARCIA, LOURDES; García Lamont, Farid (Expert Systems with Applications, 2013-11-15)
    Univariate decision trees are classifiers currently used in many data mining applications. This classifier discovers partitions in the input space via hyperplanes that are orthogonal to the axes of attributes, producing a ...
  • Human mimic color perception for segmentation of color images using a three-layered self-organizing map previously trained to classify color chromaticity 
    Cervantes Canales, Jair; García Lamont, Farid; LOPEZ CHAU, ASDRUBAL (Neural Computing and Applications, 2018-08-01)
    Most of the works addressing segmentation of color images use clustering-based methods; the drawback with such methods is that they require a priori knowledge of the amount of clusters, so the number of clusters is set ...
  • Proactive Cross-Layer Framework Based on Classification Techniques for Handover Decision on WLAN Environments 
    CERVANTES BAZAN, JOSUE VICENTE; CUEVAS RASGADO, ALMA DELIA; ROJAS CARDENAS, LUIS MARTIN; LAZCANO SALAS, SAUL; García Lamont, Farid; SORIANO AVENDAÑO, LUIS ARTURO; RUBIO AVILA, JOSE DE JESUS; PACHECO MARTINEZ, JAIME (MDPI, 2022-02-25)
    In recent years, modern technology has been increasing, and this has grown a derivate in big challenges related to the network and application infrastructures. New devices have been providing more high functionalities to ...
  • Redes neuronales convolucionales en la identificación de melanomas benignos y malignos 
    RANGEL CORTES, JUAN JOSE; RUIZ CASTILLA, JOSE SERGIO; García Lamont, Farid; Cervantes Canales, Jair (RISTI, 2019-10-30)
    El cáncer de piel más común es el de tipo melanoma, que ha aumentado en múltiples partes del mundo. Por lo anterior, se trabajó en la clasificación de melanomas para apoyar la posible detección de melanomas malignos. Se ...

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