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ORCIDMCPR 2021: Mexico City, Mexico
- Edgar Roman-Rangel
, Ángel Fernando Kuri Morales, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López:
Pattern Recognition - 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23-26, 2021, Proceedings. Lecture Notes in Computer Science 12725, Springer 2021, ISBN 978-3-030-77003-7
Artificial Intelligence Techniques and Recognition
- Jesús Andrés Portillo-Quintero, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín:
A Straightforward Framework for Video Retrieval Using CLIP. 3-12 - Meliza Contreras González, Mireya Tovar Vidal, Guillermo De Ita:
Inferential Rules for Identifying Answers in TOEFL Texts. 13-22 - Heber I. Mejia-Cabrera, Daniel Paico-Chileno, Jhon H. Valdera-Contreras, Víctor A. Tuesta-Monteza, Manuel Guillermo Forero:
Automatic Detection of Injection Attacks by Machine Learning in NoSQL Databases. 23-32 - Yesenia Nohemí González-Meneses, Josefina Guerrero García, Carlos Alberto Reyes García, Ramón Zataraín-Cabada:
Automatic Recognition of Learning-Centered Emotions. 33-43
Pattern Recognition Techniques
- Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. 47-56 - Vladimir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés, J. Arturo Olvera-López:
A Comparative Study of Two Algorithms for Computing the Shortest Reducts: MiLIT and MinReduct. 57-67 - Pedro Bello, Miguel Rodríguez, Guillermo De Ita:
Extremal Topologies for the Merrifield-Simmons Index on Dynamic Trees. 68-77 - Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Experimental Comparison of Oversampling Methods for Mixed Datasets. 78-88 - Karina Figueroa, Antonio Camarena-Ibarrola, Nora Reyes:
Shortening the Candidate List for Similarity Searching Using Inverted Index. 89-97
Neural Networks and Deep Learning
- José-Clemente Hernández-Hernández, Efrén Mezura-Montes, Guillermo de Jesús Hoyos-Rivera, Omar Rodríguez López:
Neuroevolution for Sentiment Analysis in Tweets Written in Mexican Spanish. 101-110 - Cesar Carrillo-Gomez, Mariko Nakano, Ana Gonzalez-H. Leon, Juan Carlos Romo-Aguas, Hugo Quiroz-Mercado, Osvaldo López-García:
Neovascularization Detection on Optic Disc Region Using Deep Learning. 111-120 - Oswualdo Alquisiris-Quecha, José Martínez-Carranza:
Metric Localisation for the NAO Robot. 121-130 - Jesús García-Ramírez, Eduardo F. Morales, Hugo Jair Escalante:
Multi-source Transfer Learning for Deep Reinforcement Learning. 131-140 - Jorge Ivan Avalos-López, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, S. Ivvan Valdez:
Efficient Training of Deep Learning Models Through Improved Adaptive Sampling. 141-152 - Omar Gutiérrez, Erik Zamora, Ricardo Menchaca:
Graph Representation for Learning the Traveling Salesman Problem. 153-162 - Michelle Sainos-Vizuett, Irvin Hussein López-Nava:
Satellite Imagery Classification Using Shallow and Deep Learning Approaches. 163-172 - Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu:
Skeletal Age Estimation from Hand Radiographs Using Ensemble Deep Learning. 173-183
Computer Vision
- Priscila Sánchez Santana, Edgar Roman-Rangel:
Quantifying Visual Similarity for Artistic Styles. 187-197 - Manuel Guillermo Forero, Carlos E. Beltrán, Christian González-Santos:
Automatic Classification of Zingiberales from RGB Images. 198-206 - Mohale Emmanuel Molefe, Jules-Raymond Tapamo:
Classification of Rail Welding Defects Based on the Bag of Visual Words Approach. 207-218 - Oluwakorede M. Oluyide, Jules-Raymond Tapamo, Tom Walingo:
Fast Background Subtraction and Graph Cut for Thermal Pedestrian Detection. 219-228
Image Processing and Analysis
- Víctor A. Tuesta-Monteza, Barny N. Cespedes-Ordoñez, Heber I. Mejia-Cabrera, Manuel Guillermo Forero:
Development of a Method for Identifying People by Processing Digital Images from Handprint. 231-239 - Wilfrido Gómez-Flores, Humberto Sossa, Fernando Arce:
Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing. 240-250 - Miguel A. Palacios-Alonso, Hugo Jair Escalante, Luis Enrique Sucar:
Perceptual and Pixel-Wise Information for Visual Novelty Detection. 251-260 - Dante Mújica-Vargas, Arturo Rendón-Castro, Manuel Matuz-Cruz, Christian García-Aquino:
Multi-core Median Redescending M-Estimator for Impulsive Denoising in Color Images. 261-271 - Harold F. Murcia, David Sanabria, Dehyro Méndez, Manuel Guillermo Forero:
A Comparative Study of 3D Plant Modeling Systems Based on Low-Cost 2D LiDAR and Kinect. 272-281 - Diego Azael Salazar, Ana Elena Ramirez-Rodriguez, Mariko Nakano, Manuel Cedillo-Hernandez, Héctor Pérez-Meana:
Evaluation of Denoising Algorithms for Source Camera Linking. 282-291 - Nancy Jimenez-Martinez, Raquel Díaz-Hernández, Marius Ramirez-Cardona, Leopoldo Altamirano Robles:
Texture Based Supervised Learning for Crater-Like Structures Recognition Using ALOS/PALSAR Images. 292-301
Medical Applications of Pattern Recognition
- Carlos Emiliano Solórzano-Espíndola, Humberto Sossa, Erik Zamora:
A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization. 305-315 - Michael Stiven Ramirez Campos, Santiago Saavedra Bautista, Jose Vicente Alzate Guerrero, Sandra Cancino Suárez, Juan Manuel López López:
COVID-19 Related Pneumonia Detection in Lung Ultrasound. 316-324 - Laura A. Zanella-Calzada, Carlos Eric Galván-Tejada, Nubia M. Chávez-Lamas, Karen E. Villagrana-Bañuelos, Jorge I. Galván-Tejada, Hamurabi Gamboa Rosales:
Breastfeeding and Caries. A Relationship Analysis to Develop a Computer-Assisted Diagnosis Using Random Forest. 325-334 - Vicente Hernández-Solis, Arturo Téllez-Velázquez, Antonio Orantes-Molina, Raúl Cruz-Barbosa:
Lung-Nodule Segmentation Using a Convolutional Neural Network with the U-Net Architecture. 335-344 - Eberto Benjumea, Juan S. Sierra, Jhacson Meza, Andrés G. Marrugo:
Multi-target Attachment for Surgical Instrument Tracking. 345-354 - Alan Reyes-Figueroa, Mariano Rivera:
W-net: A Convolutional Neural Network for Retinal Vessel Segmentation. 355-368 - Juan A. González Urquijo, Jessica D. Sánchez Fonseca, Juan Manuel López López, Sandra Cancino Suárez:
Novel Features for Glaucoma Detection in Fundus Images. 369-378
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