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Pattern Recognition

12th Mexican Conference, MCPR 2020, Morelia, Mexico, June 24–27, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Karina Mariela Figueroa Mora

    1. Facultad de Ciencias Físico Matemáticas, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico

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  2. Juan Anzurez Marín

    1. Facultad de Ingeniería Eléctrica, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico

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  3. Jaime Cerda

    1. Facultad de Ingeniería Eléctrica, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico

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  4. Jesús Ariel Carrasco-Ochoa

    1. Computer Science, Instituto Nacional de Astrofísica, Óptica y Electrónica, Sta. Maria Tonantzintla, Mexico

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  5. José Francisco Martínez-Trinidad

    1. Computer Science, Instituto Nacional de Astrofísica, Óptica y Electrónica, Sta. Maria Tonantzintla, Mexico

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  6. José Arturo Olvera-López

    1. Faculty of Computer Science, Autonomous University of Puebla, Puebla, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12088)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: MCPR 2020.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Pattern Recognition Techniques

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Fruit Classification for Retail Stores Using Deep Learning

      • Jose Luis Rojas-Aranda, Jose Ignacio Nunez-Varela, J. C. Cuevas-Tello, Gabriela Rangel-Ramirez
      Pages 3-13

    3. Towards Dendrite Spherical Neurons for Pattern Classification

      • Wilfrido Gómez-Flores, Juan Humberto Sossa-Azuela
      Pages 14-24

    4. Comparison of Recurrent Neural Networks for Wind Power Forecasting

      • Erick López, Carlos Valle, Héctor Allende-Cid, Héctor Allende
      Pages 25-34

    5. Classification of Cattleya Trianae and Its Varieties by Using Colorimetry

      • Manuel G. Forero, Carlos E. Beltrán, Armando Troncoso, Christian González-Santos
      Pages 35-44

    6. Analysis of Repair Costs of Scholar Buildings Affected by Earthquakes Using Data Mining. Case Study: Earthquakes of 2017 in Mexico

      • Graciela García-Rueda, Rosa M. Valdovinos, Jesús Valdés-González, Roberto Alejo, J. Leonardo González-Ruiz, José R. Marcial-Romero
      Pages 45-56

    7. Basic Pattern Graphs for the Efficient Computation of Its Number of Independent Sets

      • Guillermo De Ita, Miguel Rodríguez, Pedro Bello, Meliza Contreras
      Pages 57-66

    8. Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers

      • Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús A. Carrasco-Ochoa, Nelva N. Almanza-Ortega
      Pages 67-75

    9. Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification

      • Ernesto Ramírez-Sáyago, Octavio Loyola-González, Miguel Angel Medina-Pérez
      Pages 76-86

  3. Image Processing and Analysis

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. New Method for Extreme Color Detection in Images

      • Manuel G. Forero, Julián Ávila-Navarro, Sergio Herrera-Rivera
      Pages 89-97

    3. A Simple Methodology for 2D Reconstruction Using a CNN Model

      • Armando Levid Rodríguez-Santiago, José Anibal Arias-Aguilar, Alberto Elías Petrilli-Barceló, Rosebet Miranda-Luna
      Pages 98-107

    4. Improvement of the Turajlić Method for the Estimation of Gaussian Noise in Images

      • Manuel G. Forero, Sergio L. Miranda, Carlos Jacanamejoy-Jamioy
      Pages 108-117

    5. Spatial \(\alpha \)-Trimmed Fuzzy C-Means Algorithm to Image Segmentation

      • Virna V. Vela-Rincón, Dante Mújica-Vargas, Manuel Mejía Lavalle, Andrea Magadán Salazar
      Pages 118-128

    6. Restoration of Range Images by the Gaussian Pyramid Method, Testing Different Interpolation Techniques to Select the Best Performance

      • Enrique Chavira Calderón, Alejandra Cruz-Bernal
      Pages 129-138

    7. A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials

      • Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas-Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga
      Pages 139-148

    8. Orthogonal Local Image Descriptors with Convolutional Autoencoders

      • Edgar Roman-Rangel, Stephane Marchand-Maillet
      Pages 149-158

    9. Digital Assisted Image Correlation for Metal Sheet Strain Measurement

      • García-Alcalá Carlos-Eduardo, Padilla-Medina José-Alfredo, Barranco-Gutiérrez Alejandro-Israel
      Pages 159-171

    10. Structured Pointcloud Segmentation for Individual Mangrove Tree Modeling

      • José L. Silván-Cárdenas, José A. Gallardo-Cruz, Laura M. Hernández-Huerta
      Pages 172-182
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  1. Pattern Recognition

Keywords

About this book

This book constitutes the proceedings of the 12th Mexican Conference on Pattern Recognition, MCPR 2020, which was due to be held in Morelia, Mexico, in June 2020. The conference was held virtually due to the COVID-19 pandemic.


The 31 papers presented in this volume were carefully reviewed and selected from 67 submissions. They were organized in the following topical sections: pattern recognition techniques;  image processing and analysis; computer vision; industrial and medical applications of pattern recognition; natural language processing and recognition; artificial intelligence techniques and recognition.

Editors and Affiliations

  • Facultad de Ciencias Físico Matemáticas, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico

    Karina Mariela Figueroa Mora

  • Facultad de Ingeniería Eléctrica, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Mexico

    Juan Anzurez Marín, Jaime Cerda

  • Computer Science, Instituto Nacional de Astrofísica, Óptica y Electrónica, Sta. Maria Tonantzintla, Mexico

    Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad

  • Faculty of Computer Science, Autonomous University of Puebla, Puebla, Mexico

    José Arturo Olvera-López

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