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MCPR 2020: Morelia, Mexico
- Karina Mariela Figueroa-Mora
, Juan Anzurez Marín
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
Fruit Classification for Retail Stores Using Deep Learning. 3-13 - Wilfrido Gómez-Flores
Towards Dendrite Spherical Neurons for Pattern Classification. 14-24 - Erick López
Comparison of Recurrent Neural Networks for Wind Power Forecasting. 25-34 - Manuel Guillermo Forero
Classification of Cattleya Trianae and Its Varieties by Using Colorimetry. 35-44 - Graciela García-Rueda, Rosa Maria Valdovinos
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
Basic Pattern Graphs for the Efficient Computation of Its Number of Independent Sets. 57-66 - Manuel S. Lazo-Cortés
Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers. 67-75 - Ernesto Ramírez-Sáyago, Octavio Loyola-González
Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification. 76-86
Image Processing and Analysis
- Manuel Guillermo Forero
New Method for Extreme Color Detection in Images. 89-97 - Armando Levid Rodríguez-Santiago
A Simple Methodology for 2D Reconstruction Using a CNN Model. 98-107 - Manuel Guillermo Forero
Improvement of the Turajlić Method for the Estimation of Gaussian Noise in Images. 108-117 - Virna V. Vela Rincón
Spatial α-Trimmed Fuzzy C-Means Algorithm to Image Segmentation. 118-128 - Enrique Chavira Calderón
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
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
Digital Assisted Image Correlation for Metal Sheet Strain Measurement. 159-171 - José Luis Silván-Cárdenas
Structured Pointcloud Segmentation for Individual Mangrove Tree Modeling. 172-182
Computer Vision
- Víctor Rubén Virgilio-González
Vision-Based Blind Spot Warning System by Deep Neural Networks. 185-194 - Aldrich A. Cabrera-Ponce
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
ModuleNet: A Convolutional Neural Network for Stereo Vision. 219-228
Industrial and Medical Applications of Pattern Recognition
- Jorge Ángel González Ordiano
A Method for Estimating Driving Factors of Illicit Trade Using Node Embeddings and Clustering. 231-241 - Cecilia Irene Loeza Mejía
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
Automatic Estrus Cycle Identification System on Female Dogs Based on Deep Learning. 261-268
Natural Language Processing and Recognition
- Alejandra Castelblanco
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
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
A Preliminary Study on Score-Based Hyper-heuristics for Solving the Bin Packing Problem. 318-327 - Marco A. Ramos
Learning Clasiffier Systems with Hebbian Learning for Autonomus Behaviors. 328-339
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