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Pattern Recognition

11th Mexican Conference, MCPR 2019, Querétaro, Mexico, June 26–29, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Jesús Ariel Carrasco-Ochoa

    1. National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico

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  2. José Francisco Martínez-Trinidad

    1. National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico

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  3. José Arturo Olvera-López

    1. Autonomous University of Puebla , Puebla, Mexico

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  4. Joaquín Salas

    1. National Polytechnic Institute of Mexico , Querétaro, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11524)

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 2019.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xv
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  2. Artificial Intelligence Techniques and Recognition

    1. Front Matter

      Pages 1-1
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    2. A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score

      • Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
      Pages 3-13

    3. Motor Imagery Task Classification in EEG Signals with Spiking Neural Network

      • Carlos D. Virgilio G, Humberto Sossa, Javier M. Antelis, Luis E. Falcón
      Pages 14-24

    4. A Comprehensive Methodology to Find Closed Mathematical Models from Experimental Data

      • Angel Kuri-Morales
      Pages 25-36

    5. Novel Leak Location Approach in Water Distribution Networks with Zone Clustering and Classification

      • Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago
      Pages 37-46

    6. Convolutional Genetic Programming

      • Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante
      Pages 47-57

    7. Methods for Procedural Terrain Generation: A Review

      • Luis Oswaldo Valencia-Rosado, Oleg Starostenko
      Pages 58-67

    8. Some Variations of Upper Confidence Bound for General Game Playing

      • Iván Francisco-Valencia, José Raymundo Marcial-Romero, Rosa María Valdovinos-Rosas
      Pages 68-79

    9. Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification

      • Fernando Arce, Omar Mendoza-Montoya, Erik Zamora, Javier M. Antelis, Humberto Sossa, Jessica Cantillo-Negrete et al.
      Pages 80-88

    10. An Improved Convolutional Neural Network Architecture for Image Classification

      • A. Ferreyra-Ramirez, C. Aviles-Cruz, E. Rodriguez-Martinez, J. Villegas-Cortez, A. Zuñiga-Lopez
      Pages 89-101

  3. Computer Vision

    1. Front Matter

      Pages 103-103
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    2. Estimation of Forest Carbon from Aerial Photogrammetry

      • Dagoberto Pulido, Klaus Puettmann, Joaquín Salas
      Pages 105-114

    3. Using Synthetic Images for Deep Learning Recognition Process on Automatic License Plate Recognition

      • Saulo Cardoso Barreto, Jorge Albuquerque Lambert, Flávio de Barros Vidal
      Pages 115-126

    4. A Review of Local Feature Algorithms and Deep Learning Approaches in Facial Expression Recognition with Tensorflow and Keras

      • Kennedy Chengeta
      Pages 127-138

    5. Detection and Tracking of Motorcycles in Congested Urban Environments Using Deep Learning and Markov Decision Processes

      • Jorge E. Espinosa, Sergio A. Velastin, John W. Branch
      Pages 139-148

    6. Rock Detection in a Mars-Like Environment Using a CNN

      • Federico Furlán, Elsa Rubio, Humberto Sossa, Víctor Ponce
      Pages 149-158

    7. Towards a Rodent Tracking and Behaviour Detection System in Real Time

      • José Arturo Cocoma-Ortega, Jose Martinez-Carranza
      Pages 159-169

    8. Facial Re-identification on Non-overlapping Cameras and in Uncontrolled Environments

      • Everardo Santiago Ramírez, J. C. Acosta-Guadarrama, Jose Manuel Mejía Muñoz, Josue Dominguez Guerrero, J. A. Gonzalez-Fraga
      Pages 170-182

    9. Thermal Radiation Dynamics of Soil Surfaces with Unmanned Aerial Systems

      • Othón González, Mariano I. Lizarraga, Sertac Karaman, Joaquín Salas
      Pages 183-192
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  1. Pattern Recognition

Keywords

About this book

This book constitutes the proceedings of the 11th Mexican Conference on Pattern Recognition, MCPR 2019, held in Querétaro, Mexico, in June 2019.
The 40 papers presented in this volume were carefully reviewed and selected from 86 submissions. They were organized in topical sections named: artificial intelligence techniques and recognition; computer vision; industrial and medical applications of pattern recognition; image processing and analysis; pattern recognition techniques; signal processing and analysis; natural language, and  processing and recognition.

Editors and Affiliations

  • National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico

    Jesús Ariel Carrasco-Ochoa, José Francisco Martínez-Trinidad

  • Autonomous University of Puebla , Puebla, Mexico

    José Arturo Olvera-López

  • National Polytechnic Institute of Mexico , Querétaro, Mexico

    Joaquín Salas

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