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ORCIDMCPR 2019: Querétaro, Mexico
- Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López, Joaquín Salas:
Pattern Recognition - 11th Mexican Conference, MCPR 2019, Querétaro, Mexico, June 26-29, 2019, Proceedings. Lecture Notes in Computer Science 11524, Springer 2019, ISBN 978-3-030-21076-2
Artificial Intelligence Techniques and Recognition
- Saúl Solorio-Fernández
, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score. 3-13 - Carlos Daniel Virgilio-González, Humberto Sossa, Javier Mauricio Antelis, Luis Eduardo Falcón:
Motor Imagery Task Classification in EEG Signals with Spiking Neural Network. 14-24 - Angel Kuri-Morales:
A Comprehensive Methodology to Find Closed Mathematical Models from Experimental Data. 25-36 - Marcos Quiñones-Grueiro, Cristina Verde, Orestes Llanes-Santiago:
Novel Leak Location Approach in Water Distribution Networks with Zone Clustering and Classification. 37-46 - Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante:
Convolutional Genetic Programming. 47-57 - Luis Oswaldo Valencia-Rosado, Oleg Starostenko:
Methods for Procedural Terrain Generation: A Review. 58-67 - Iván Francisco-Valencia, José Raymundo Marcial-Romero, Rosa María Valdovinos Rosas:
Some Variations of Upper Confidence Bound for General Game Playing. 68-79 - Fernando Arce, Omar Mendoza-Montoya, Erik Zamora, Javier Mauricio Antelis, Humberto Sossa, Jessica Cantillo-Negrete, Rubén Isaac Cariño-Escobar, Luis G. Hernández, Luis Eduardo Falcón:
Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification. 80-88 - Andrés Ferreyra-Ramírez, Carlos Avilés-Cruz, Eduardo Rodriguez-Martinez, Juan Villegas-Cortéz, Arturo Zúñiga-López:
An Improved Convolutional Neural Network Architecture for Image Classification. 89-101
Computer Vision
- Dagoberto Pulido, Klaus Puettmann, Joaquín Salas:
Estimation of Forest Carbon from Aerial Photogrammetry. 105-114 - Saulo Cardoso Barreto, Jorge Albuquerque Lambert, Flavio de Barros Vidal:
Using Synthetic Images for Deep Learning Recognition Process on Automatic License Plate Recognition. 115-126 - Kennedy Chengeta:
A Review of Local Feature Algorithms and Deep Learning Approaches in Facial Expression Recognition with Tensorflow and Keras. 127-138 - Jorge E. Espinosa, Sergio A. Velastin, John Willian Branch:
Detection and Tracking of Motorcycles in Congested Urban Environments Using Deep Learning and Markov Decision Processes. 139-148 - Federico Furlán Colón, Elsa Rubio-Espino, Humberto Sossa, Víctor Hugo Ponce Ponce:
Rock Detection in a Mars-Like Environment Using a CNN. 149-158 - José Arturo Cocoma-Ortega, José Martínez-Carranza:
Towards a Rodent Tracking and Behaviour Detection System in Real Time. 159-169 - Everardo Santiago-Ramírez, Juan Carlos Acosta Guadarrama, José Manuel Mejía Muñoz, Josué Domínguez-Guerrero, José Ángel González-Fraga:
Facial Re-identification on Non-overlapping Cameras and in Uncontrolled Environments. 170-182 - Othón González, Mariano I. Lizárraga, Sertac Karaman, Joaquín Salas:
Thermal Radiation Dynamics of Soil Surfaces with Unmanned Aerial Systems. 183-192
Industrial and Medical Applications of Pattern Recognition
- Ethery Ramírez-Robles, Miguel Angel Jara Maldonado, Gibran Etcheverry:
Intra-patient Arrhythmia Heartbeat Modeling by Gibbs Sampling. 195-205 - Victor Francisco-García, Iris P. Guzmán-Guzmán, Rodolfo Salgado-Rivera, Gustavo Adolfo Alonso-Silverio, Antonio Alarcón Paredes:
Non-invasive Glucose Level Estimation: A Comparison of Regression Models Using the MFCC as Feature Extractor. 206-215 - Dante Mújica-Vargas, Alicia Martínez, Manuel Matuz-Cruz, Antonio Luna-Alvarez, Mildred Morales-Xicohtencatl:
Non-parametric Brain Tissues Segmentation via a Parallel Architecture of CNNs. 216-226 - Edgar Mosqueda Cárdenas, José P. de la Rosa Gutiérrez, Lina Maria Aguilar-Lobo, Gilberto Ochoa Ruiz:
Automatic Detection and Classification of Hearing Loss Conditions Using an Artificial Neural Network Approach. 227-237 - Griselda Cortés, Fabiola Villalobos, Mercedes Flores-Flores:
Asymmetry Level in Cleft Lip Children Using Dendrite Morphological Neural Network. 238-247 - Juan A. Ramirez-Quintana, José Manuel Macías-Macías, Alma Delia Corral Sáenz, Mario I. Chacon Murguia:
Novel SSVEP Processing Method Based on Correlation and Feedforward Neural Network for Embedded Brain Computer Interface. 248-258
Image Processing and Analysis
- Hermilo Sánchez-Cruz, Osvaldo A. Tapia-Dueñas, Francisco J. Cuevas:
Polygonal Approximation Using a Multiresolution Method and a Context-free Grammar. 261-270 - J. A. de Jesús Osuna-Coutiño, José Martínez-Carranza:
A Binary Descriptor Invariant to Rotation and Robust to Noise (BIRRN) for Floor Recognition. 271-281 - Rocio Ochoa-Montiel, O. Flores-Castillo, Humberto Sossa, Gustavo Olague:
Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification. 282-291 - Pedro Real, Helena Molina-Abril, Fernando Díaz-del-Río, Sergio Blanco-Trejo, Darian M. Onchis:
Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images. 292-301 - Gemma S. Parra-Dominguez, Raúl Enrique Sánchez-Yáñez, S. Ivvan Valdez:
Blood Vessel Analysis on High Resolution Fundus Retinal Images. 302-311
Pattern Recognition Techniques
- Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. 315-326 - Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
On the Use of Constructs for Rule-Based Classification: A Case Study. 327-335 - Guillermo De Ita Luna, Cristina López-Ramírez:
Recognizing 3-colorable Basic Patterns on Planar Graphs. 336-346 - Pedro Bello, Guillermo De Ita:
Inference Algorithm with Falsifying Patterns for Belief Revision. 347-356 - Alberto Daniel Dávila-Lamas, José Juan Carbajal Hernández, Luis Pastor Sánchez-Fernández, César A. Hoil-Rosas:
Analytical Hierarchy Process Based Model for Safety Assessment of Coastal Touristic Locations. 357-367
Signal Processing and Analysis
- Carlos Duran-Hernandez, Rogelio Perez-Santiago, Gibran Etcheverry, Rene Ledesma-Alonso:
Modeling of a Simplified 2D Cardiac Valve by Means of System Identification. 371-380 - Aldo Valencia-Palma, Diana-Margarita Córdova-Esparza:
Sound Source Localization Using Beamforming and Its Representation in a Mixed Reality Embedded Device. 381-388 - Gerardo Hernández, Luis G. Hernández, Erik Zamora, Humberto Sossa, Javier Mauricio Antelis, Omar Mendoza-Montoya, Luis Eduardo Falcón:
Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals. 389-397 - Antonio García-Domínguez, Laura A. Zanella-Calzada, Carlos Eric Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla:
Evaluation of Five Classifiers for Children Activity Recognition with Sound as Information Source and Akaike Criterion for Feature Selection. 398-407
Natural Language Processing and Recognition
- Delia Irazú Hernández Farías, Rosa María Ortega-Mendoza, Manuel Montes-y-Gómez:
Exploring the Use of Psycholinguistic Information in Author Profiling. 411-421 - Verónica Neri Mendoza, Yulia Ledeneva, René Arnulfo García-Hernández:
Abstractive Multi-Document Text Summarization Using a Genetic Algorithm. 422-432 - Christian Eduardo Millán-Hernández, René Arnulfo García-Hernández, Yulia Ledeneva, Ángel Hernández-Castañeda:
Soft Bigram Similarity to Identify Confusable Drug Names. 433-442
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