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ORCIDMCPR 2020: Morelia, Mexico
- Karina Mariela Figueroa-Mora
, Juan Anzurez Marín, Jaime Cerdá Jacobo, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 12th Mexican Conference, MCPR 2020, Morelia, Mexico, June 24-27, 2020, Proceedings. Lecture Notes in Computer Science 12088, Springer 2020, ISBN 978-3-030-49075-1
Pattern Recognition Techniques
- Jose Luis Rojas-Aranda, José Ignacio Nuñez-Varela, Juan Carlos Cuevas-Tello, Gabriela Rangel-Ramirez:
Fruit Classification for Retail Stores Using Deep Learning. 3-13 - Wilfrido Gómez-Flores, Juan Humberto Sossa Azuela:
Towards Dendrite Spherical Neurons for Pattern Classification. 14-24 - Erick López, Carlos Valle, Héctor Allende-Cid, Héctor Allende:
Comparison of Recurrent Neural Networks for Wind Power Forecasting. 25-34 - Manuel Guillermo Forero, Carlos E. Beltrán, Armando Troncoso, Christian González-Santos:
Classification of Cattleya Trianae and Its Varieties by Using Colorimetry. 35-44 - Graciela García-Rueda, Rosa Maria Valdovinos, Jesús Valdés-González, Roberto Alejo, J. Leonardo González-Ruiz, José Raymundo Marcial-Romero:
Analysis of Repair Costs of Scholar Buildings Affected by Earthquakes Using Data Mining. Case Study: Earthquakes of 2017 in Mexico. 45-56 - Guillermo De Ita, Miguel Rodríguez, Pedro Bello, Meliza Contreras:
Basic Pattern Graphs for the Efficient Computation of Its Number of Independent Sets. 57-66 - Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Nelva Nely Almanza Ortega:
Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers. 67-75 - Ernesto Ramírez-Sáyago, Octavio Loyola-González, Miguel Angel Medina-Pérez:
Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification. 76-86
Image Processing and Analysis
- Manuel Guillermo Forero, Julián Ávila-Navarro, Sergio Herrera-Rivera:
New Method for Extreme Color Detection in Images. 89-97 - Armando Levid Rodríguez-Santiago, José Anibal Arias-Aguilar, Alberto Elías Petrilli-Barceló, Rosebet Miranda-Luna:
A Simple Methodology for 2D Reconstruction Using a CNN Model. 98-107 - Manuel Guillermo Forero, Sergio L. Miranda, Carlos A. Jacanamejoy-Jamioy:
Improvement of the Turajlić Method for the Estimation of Gaussian Noise in Images. 108-117 - Virna V. Vela Rincón, Dante Mújica-Vargas, Manuel Mejía-Lavalle, Andrea Magadán Salazar:
Spatial α-Trimmed Fuzzy C-Means Algorithm to Image Segmentation. 118-128 - Enrique Chavira Calderón, Alejandra Cruz-Bernal:
Restoration of Range Images by the Gaussian Pyramid Method, Testing Different Interpolation Techniques to Select the Best Performance. 129-138 - Rafael Augusto Rocha Angulo, Juan Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor Puga:
A Novel Set of Moment Invariants for Pattern Recognition Applications Based on Jacobi Polynomials. 139-148 - Edgar Roman-Rangel, Stéphane Marchand-Maillet:
Orthogonal Local Image Descriptors with Convolutional Autoencoders. 149-158 - García-Alcalá Carlos-Eduardo, José Alfredo Padilla-Medina, Alejandro Israel Barranco Gutiérrez:
Digital Assisted Image Correlation for Metal Sheet Strain Measurement. 159-171 - José Luis Silván-Cárdenas, José A. Gallardo-Cruz, Laura M. Hernández-Huerta:
Structured Pointcloud Segmentation for Individual Mangrove Tree Modeling. 172-182
Computer Vision
- Víctor Rubén Virgilio-González, Humberto Sossa, Erik Zamora:
Vision-Based Blind Spot Warning System by Deep Neural Networks. 185-194 - Aldrich A. Cabrera-Ponce, José Martínez-Carranza:
Onboard CNN-Based Processing for Target Detection and Autonomous Landing for MAVs. 195-208 - Omar Montoya, Octavio Icasio, Joaquín Salas:
COUPLED: Calibration of a LiDAR and Camera Rig Using Automatic Plane Detection. 209-218 - Octavio I. Renteria-Vidales, Juan Carlos Cuevas-Tello, Alan Reyes-Figueroa, Mariano Rivera:
ModuleNet: A Convolutional Neural Network for Stereo Vision. 219-228
Industrial and Medical Applications of Pattern Recognition
- Jorge Ángel González Ordiano, Lisa Finn, Anthony Winterlich, Gary Moloney, Steven Simske:
A Method for Estimating Driving Factors of Illicit Trade Using Node Embeddings and Clustering. 231-241 - Cecilia Irene Loeza Mejía, Roshan Biswal Rajesh, Eduardo Rodriguez-Tello, Gilberto Ochoa-Ruiz:
Accurate Identification of Tomograms of Lung Nodules Using CNN: Influence of the Optimizer, Preprocessing and Segmentation. 242-250 - Reinier Oves García, Luis Enrique Sucar:
What the Appearance Channel from Two-Stream Architectures for Activity Recognition Is Learning? 251-260 - Gustavo Calderon-Auza, Cesar Carrillo, Mariko Nakano, Jeanine Acevedo, José Ernesto Hernández:
Automatic Estrus Cycle Identification System on Female Dogs Based on Deep Learning. 261-268
Natural Language Processing and Recognition
- Alejandra Castelblanco, Jesus Solano, Christian Lopez, Esteban Rivera, Lizzy Tengana, Martín Ochoa:
Machine Learning Techniques for Identity Document Verification in Uncontrolled Environments: A Case Study. 271-281 - Horacio Jesús Jarquín-Vásquez, Manuel Montes-y-Gómez, Luis Villaseñor Pineda:
Not All Swear Words Are Used Equal: Attention over Word n-grams for Abusive Language Identification. 282-292 - Aquilino Francisco Sotelo, Helena Gómez-Adorno, Oscar A. Esquivel-Flores, Gemma Bel-Enguix:
Gender Identification in Social Media Using Transfer Learning. 293-303
Artificial Intelligence Techniques and Recognition
- Marvin Coto-Jiménez:
Experimental Study on Transfer Learning in Denoising Autoencoders for Speech Enhancement. 307-317 - Arturo Silva-Gálvez, Erick Lara-Cárdenas, Iván Amaya, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss:
A Preliminary Study on Score-Based Hyper-heuristics for Solving the Bin Packing Problem. 318-327 - Marco A. Ramos, Vianney Muñoz-Jiménez, Félix F. Ramos:
Learning Clasiffier Systems with Hebbian Learning for Autonomus Behaviors. 328-339
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