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Listar C.U. UAEM Texcoco 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 ...
  • A Hybrid Convolutional Neural Network for Complex Leaves Identification 
    Niño Ayala, Daniel; Cervantes Canales, Jair; GARCIA LAMONT, FARID; Ayala de la Vega, Joel; Calderón Zavala, Guillermo (Springer, 2020-10-05)
    The classification of leaves has gained popularity through the years, and a great variety of algorithms has been created to target these tasks, among those is the Deep Learning approach, which simplicity of learning from ...
  • 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 ...
  • Identificación de las principales enfermedades de la planta del café (Coffea arabica) a través de visión artificial 
    Flores Colorado, Oscar Eder; Cervantes Canales, Jair; Garcia Lamont, Farid; Ruiz Castilla, Jose Sergio (Ciencia Ergo-Sum, 2023-11-01)
    Se utilizan técnicas de reconocimiento de patrones para identificar hojas sanas y cuatro enfermedades de la planta del café Coffeea arabica. Las enfermedades son la roya del café, el minador de la hoja, phoma quema y ...
  • Identification of Diseases and Pests in Tomato Plants Through Artificial Vision 
    García Amaro, Ernesto; Cervantes Canales, Jair; Espejel Cabrera, Josué; Ruiz Castilla, José Sergio; GARCIA LAMONT, FARID (Springer, 2020-10-05)
    The extraction of characteristics, currently, plays an important role, likewise, it is considered a complex task, allowing to obtain essential descriptors of the processed images, differentiating particular characteristics ...
  • 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, ...
  • MSUP: Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice 
    Ruiz Castilla, José Sergio; GARCIA LAMONT, FARID; Regalado García, José Angel; Vidal Peralta, Adán; Hernández Magos, Carlos Rafael (Springer, 2020-10-07)
    The last years in Mexico were reported thousands of missing people. Almost every day were found peoples dead in some place. The authorities open a folder investigation, but most times is not possible an identification ...
  • 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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