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Listar Científica por autor "64445f85-45e6-4e87-b2e7-1e71686c800d"

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  • A comprehensive survey on segmentation techniques for retinal vessel segmentation 
    Cervantes, Jair; Cervantes, Jared; Garcia Lamont, Farid; Yee Rendon, Arturo; Espejel Cabrera, Josue; Dominguez Jalili, Laura (Neurocomputing, 2023-08-04)
    In recent years, enormous research has been carried out on the segmentation of blood vessels. Segmentation of blood vessels in retinal images is crucial for diagnosing, treating, evaluating clinical results, and early ...
  • A comprehensive survey on support vector machine classification: Applications, challenges and trends 
    Cervantes, Jair; GARCIA LAMONT, FARID; Rodriguez Mazahua, Lisbeth; Lopez, Asdrubal (Neurocomputing, 2020-05-08)
    In recent years, an enormous amount of research has been carried out on support vector machines (SVMs) and their application in several fields of science. SVMs are one of the most powerful and robust classification and ...
  • Efficient nucleus segmentation of white blood cells mimicking the human perception of color 
    GARCIA LAMONT, FARID; Alvarado, Matias; López-Chau, Asdrúbal; Cervantes Canales, Jair (Wiley, 2021-10-30)
    In this study, we present a nucleus segmentation proposal of white blood cells (WBCs) using chromatic features. It is human inspired on perception of color: a person locates the nucleus of the WBCs by the chromatic contrast ...
  • Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction 
    DOMINGUEZ JALILI, LAURA YADIRA; Cervantes Canales, Jair; GARCIA LAMONT, FARID; Trueba Espinosa, Adrían (Springer, 2021-08-09)
    In this paper, we present a new method for emotion recognition from facial expressions. The proposed algorithm concentrates on only two specific areas (eyes and mouth), reducing features and descriptors and focusing only ...
  • Introducción al Análisis de Algoritmos 
    Ayala de la Vega, Joel; Aguilar Juarez, Irene; GARCIA LAMONT, FARID; Gómez Ayala, Hipólito (Centro de Estudios e Investigaciones para el Desarrollo Docente, 2019-09-01)
    Los avances en el estudio de la computación no solo determinan las posibles tecnologías que se podrán emplear en el futuro, sino que también definen el ámbito de aplicación de los programas y los límites de la solución de ...
  • Mexican Sign Language Segmentation using Color Based Neuronal Networks to detect the individual skin color 
    Espejel Cabrera, Josué; Cervantes Canales, Jair; GARCIA LAMONT, FARID; RUIZ CASTILLA, JOSE SERGIO; DOMINGUEZ JALILI, LAURA YADIRA (Expert Systems with Applications, 2021-06-06)
    In recent years, the development of algorithms that assist in communicate with deaf people is an important challenge. The development of automatic systems to translate sign language is a current research topic. However, ...
  • Parameter Extraction from a Resistive Load Inverter Circuit using Supervised Learning Methods 
    García Valdés, Roberto Carlos; Garcia Lamont, Farid; García Lozano, Rodolfo Zolá; López Chau, Asdrúbal; Sánchez Fraga, Rodolfo; Lastra Medina, Gustavo (IEEE Latin America Transactions, 2023-05-23)
    This paper presents a proposal for parameter extraction of a resistive load inverter circuit, with a Thin Film Transistor (TFT), using Artificial Neural Networks, Random Forest, Decision Trees and Support Vector Regression. ...

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