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ORCID24th CIARP 2019: Havana, Cuba
- Ingela Nyström, Yanio Hernández Heredia, Vladimir Milián Núñez:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings. Lecture Notes in Computer Science 11896, Springer 2019, ISBN 978-3-030-33903-6
Keynote Lecture
- Federico Bartoli, Federico Pernici
, Matteo Bruni, Alberto Del Bimbo:
Incremental Learning of People Identities. 3-15 - Petra Perner:
Case-Based Reasoning - Methods, Techniques, and Applications. 16-30 - Souad Khellat-Kihel, Andrea Lagorio, Massimo Tistarelli:
Foveated Vision for Deepface Recognition. 31-41 - Jean-François Bonastre:
Representation Learning for Underdefined Tasks. 42-47
Data Mining. Natural Language Processing and Text Mining
- Margarita Constanza Bugueño, Marcelo Mendoza:
Applying Self-attention for Stance Classification. 51-61 - Manuel Barreiro-Guerrero, Alfredo Simón-Cuevas, Yamel Pérez Guadarramas, Francisco P. Romero, José A. Olivas:
Applying OWA Operator in the Semantic Processing for Automatic Keyphrase Extraction. 62-71 - Jairo L. Alves, Leila Weitzel, Paulo Quaresma, Carlos E. Cardoso, Luan Cunha:
Brazilian Presidential Elections in the Era of Misinformation: A Machine Learning Approach to Analyse Fake News. 72-84 - Adrian Fonseca Bruzón, Aurelio López-López, José Eladio Medina-Pagola:
Improved Document Filtering by Multilevel Term Relations. 85-95 - Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban:
TSTM: A Model to Predict Topics' Popularity in News Providers. 96-106 - Jorge G. Madrid, Hugo Jair Escalante:
Meta-learning of Text Classification Tasks. 107-119 - Rômulo César Costa de Sousa, Hélio Lopes:
Portuguese POS Tagging Using BLSTM Without Handcrafted Features. 120-130 - Francisco Alejandro Mena, Ricardo Ñanculef:
A Binary Variational Autoencoder for Hashing. 131-141 - Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello:
Prototypes Generation from Multi-label Datasets Based on Granular Computing. 142-151 - Billy Peralta, Victor Tirapegui, Christian Pieringer, Luis Alberto Caro:
A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models. 152-162 - Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz:
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. 163-173 - Daqing Chen, Kun Guo, Bo Li:
Predicting Customer Profitability Dynamically over Time: An Experimental Comparative Study. 174-183
Image Analysis and Retrieval
- Rafael Henrique Vareto, Matheus Alves Diniz, William Robson Schwartz:
Face Spoofing Detection on Low-Power Devices Using Embeddings with Spatial and Frequency-Based Descriptors. 187-197 - Eduardo Garea Llano, Annette Morales-González, Dailé Osorio Roig:
Video Iris Recognition Based on Iris Image Quality Evaluation and Semantic Classification. 198-208 - Luan P. e Silva, Julio Cesar Batista, Olga R. P. Bellon, Luciano Silva:
YOLO-FD: YOLO for Face Detection. 209-218 - Manuel Aguado Martínez, José Hernández Palancar, Katy Castillo-Rosado, Christof Kauba, Simon Kirchgasser, Andreas Uhl:
On Using Document Scanners for Minutiae-Based Palmprint Recognition. 219-229 - Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy:
Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification. 230-240 - Elvis Ferrera-Cedeño, Niusvel Acosta-Mendoza, Andrés Gago Alonso:
Detecting Steading Conversational Groups on an Still Image: A Single Relational Fuzzy Approach. 241-250 - Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz:
Multi-task Learning for Low-Resolution License Plate Recognition. 251-261 - Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento:
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. 262-271 - Miguel Nicolás-Díaz, Annette Morales-González, Heydi Méndez-Vázquez:
Deep Generic Features for Tattoo Identification. 272-282 - Elaine Grenot Castellanos, Yoanna Martínez-Díaz, Francisco José Silva-Mata:
Analysis of the Impact of Ear Alignment on Unconstrained Ear Recognition. 283-293 - Henry Jhoán Areiza-Laverde, Carlos Andrés Duarte-Salazar, Liliana Hernández, Andrés Eduardo Castro-Ospina, Gloria M. Díaz:
Breast Lesion Discrimination Using Saliency Features from MRI Sequences and MKL-Based Classification. 294-305 - Y. Ruiz-Gonzalez, L. Velázquez-Pérez, R. Rodríguez-Labrada, R. Torres-Vega, Ulf Ziemann:
Role of EMG Rectification for Corticomuscular and Intermuscular Coherence Estimation of Spinocerebellar Ataxia Type 2 (SCA2). 306-315 - Nelson Méndez Llanes, Katy Castillo-Rosado, Heydi Méndez-Vázquez, Souad Khellat-Kihel, Massimo Tistarelli:
Face Recognition on Mobile Devices Based on Frames Selection. 316-325 - Ágnes Gyorfi, Levente Kovács, László Szilágyi:
Brain Tumour Segmentation from Multispectral MR Image Data Using Ensemble Learning Methods. 326-335 - Peterson Adriano Belan, Robson A. G. de Macedo, Sidnei Alves de Araújo:
Computer Vision Approaches to Detect Bean Defects. 336-345 - Bryan Chachalo, Erik Solis, Eddy Andrade, Santiago Pozo, Robinson Guachi, Saravana Prakash Thirumuruganandham, Lorena Guachi-Guachi:
Automated Identification of Breast Cancer Using Digitized Mammogram Images. 346-356 - Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña, William Hincapie-Restrepo, Germán Castellanos-Domínguez:
Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. 357-364 - Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento:
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. 365-374 - Ágnes Gyorfi, Zoltán Karetka-Mezei, David Iclanzan, Levente Kovács, László Szilágyi:
A Study on Histogram Normalization for Brain Tumour Segmentation from Multispectral MR Image Data. 375-384
Machine Learning and Neural Networks
- Cristián Serpell, Ignacio Alejandro Araya Galleguillos, Carlos Valle, Héctor Allende:
Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks. 387-397 - Leonardo Ledesma, Jimena Olveres, Boris Escalante-Ramírez:
Hermite Convolutional Networks. 398-407 - Carlos A. Ferrer-Riesgo, Idileisy Torres-Rodríguez, Alberto Taboada-Crispí, Elmar Nöth:
Analytical Solution for the Optimal Addition of an Item to a Composite of Scores for Maximum Reliability. 408-416 - Lisandra Bravo Ilisástigui, Diana Martín Rodríguez, Milton García-Borroto:
A New Method to Evaluate Subgroup Discovery Algorithms. 417-426
Mathematical Theory of Pattern Recognition
- José David Camacho, Carlos Villaseñor, Alma Y. Alanis, Carlos López-Franco, Nancy Arana-Daniel:
KAdam: Using the Kalman Filter to Improve Adam algorithm. 429-438 - Andy González-Méndez, Diana Martín Rodríguez, Milton García-Borroto:
Evaluating Restrictions in Pattern Based Classifiers. 439-448 - Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
BRIEF-Based Mid-Level Representations for Time Series Classification. 449-457 - Jairo Rojas-Delgado, Vladimir Milián Núñez, Rafael A. Trujillo-Rasúa, Rafael Bello:
Continuous Hyper-parameter Configuration for Particle Swarm Optimization via Auto-tuning. 458-468 - Robson Bonidia, Lucas Dias Hiera Sampaio, Fabrício Martins Lopes, Danilo Sipoli Sanches:
Feature Extraction of Long Non-coding RNAs: A Fourier and Numerical Mapping Approach. 469-479 - Zeineb Zouaoui, Imen Ben Cheikh, Mohamed Jemni:
Combinatorial Optimization Approach for Arabic Word Recognition Based on Adaptive Simulated Annealing. 480-489
Pattern Recognition and Applications
- Francisco Alejandro Mena, Ricardo Ñanculef:
Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations. 493-503 - Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves:
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. 504-513 - Andrés Felipe Giraldo-Forero, Sebastian García-López, Paula Andrea Rodríguez Marín, Juan Martinez, Yohan Ricardo Céspedes Villar, Oscar Cardona, Juan Camilo Acosta, Luis Carlos Trujillo Arboleda:
A Spatiotemporal Analysis of Taxis Demand: A Case Study in the Manizales City. 514-524 - Mariko Tai, Mineichi Kudo:
A Supervised Laplacian Eigenmap Algorithm for Visualization of Multi-label Data: SLE-ML. 525-534 - Roberto Fernández-Martínez, Pello Jimbert, José Ignacio Barbero, Lorena M. Callejo, Igor Somocueto:
Material Fracture Life Prediction Using Linear Regression Techniques Under High Temperature Creep Conditions. 535-544 - Thiago H. N. de Lima, Renata C. Santana, Maycoln L. M. Teodoro, Cristiane Nobre:
Knowledge Extraction from Vector Machine Support in the Context of Depression in Children and Adolescents. 545-555 - Dionis López Ramos, Leticia Arco:
Multi-domain Aspect Extraction Based on Deep and Lifelong Learning. 556-565 - José Kadir Febrer-Hernández, Vitali Herrera-Semenets:
A Framework for Distributed Data Processing. 566-574 - H. A. Carvajal-Castaño, Juan Rafael Orozco-Arroyave:
Articulation Analysis in the Speech of Children with Cleft Lip and Palate. 575-585
Signals Analysis and Processing
- Jorge Esteban Santos Toural, Arquímedes Montoya Pedrón, Enrique Juan Marañón Reyes:
A Wavelet Entropy Based Methodology for Classification Among Healthy, Mild Cognitive Impairment and Alzheimer's Disease People. 589-598 - Nicola Strisciuglio, Nicolai Petkov:
Trainable COPE Features for Sound Event Detection. 599-609 - Nayid Triana Guzmán, Alvaro David Orjuela-Cañón, Andres Leonardo Jutinico Alarcon:
Incremental Training of Neural Network for Motor Tasks Recognition Based on Brain-Computer Interface. 610-619 - Camilo López-Montes, David Cárdenas-Peña, Germán Castellanos-Domínguez:
Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. 620-628 - Idileisy Torres-Rodríguez, Carlos A. Ferrer-Riesgo, Juan Carlos Oliva Pérez, Alberto Taboada-Crispí:
Performance of Different Average Methods for the Automatic Detection of Evoked Potentials. 629-636 - Ramón Amado Reinoso-Leblanch, Yunier Prieur-Coloma, Leondry Mayeta-Revilla, Roberto Sagaró-Zamora, Denis Delisle Rodríguez, Teodiano F. Bastos, Alberto López Delis:
Discrimination of Shoulder Flexion/Extension Motor Imagery Through EEG Spatial Features to Command an Upper Limb Robotic Exoskeleton. 637-645 - Diego A. Cruz, Cristian C. Cristancho, Jorge E. Camargo:
Automatic Identification of Traditional Colombian Music Genres Based on Audio Content Analysis and Machine Learning Techniques. 646-655 - Ernesto Avila-Domenech, Anier Soria-Lorente, Alberto Taboada-Crispí:
Dual Watermarking for Handwritten Document Image Authentication and Copyright Protection for JPEG Compression Attacks. 656-666
Speech Recognition
- Jose M. Ramirez, Ana R. Montalvo, José R. Calvo:
A Survey of the Effects of Data Augmentation for Automatic Speech Recognition Systems. 669-678 - Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Sandra Gollwitzer, Juan Rafael Orozco-Arroyave, Maria Schuster, Elmar Nöth:
Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users. 679-687 - Juan Camilo Vásquez-Correa, Cristian D. Ríos-Urrego, Alice Rueda, Juan Rafael Orozco-Arroyave, Sri Krishnan, Elmar Nöth:
Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson's Disease Patients. 688-696 - Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth:
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages. 697-706 - Carlos A. Ferrer-Riesgo, Reinier Rodríguez Guillén, Elmar Nöth:
Bidirectional Alignment of Glottal Pulse Length Sequences for the Evaluation of Pitch Detection Algorithms. 707-716
Video Analysis
- Vitor de Lima, William Robson Schwartz:
Gait Recognition Using Pose Estimation and Signal Processing. 719-728 - Reinier Oves García, Eduardo F. Morales, Luis Enrique Sucar:
A Novel Scheme for Training Two-Stream CNNs for Action Recognition. 729-739 - Isail Salazar, Said Pertuz, William Contreras, Fabio Martínez:
Parkinsonian Ocular Fixation Patterns from Magnified Videos and CNN Features. 740-750 - Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa:
Does Pooling Really Matter? An Evaluation on Gait Recognition. 751-760 - César Quinayás, Fernando Barrera, Andrés Ruiz, Alberto López Delis:
Virtual Hand Training Platform Controlled Through Online Recognition of Motion Intention. 761-768 - Jairo Rojas-Delgado, Rafael A. Trujillo-Rasúa, Rafael Bello, Gerdys E. Jiménez Moya:
Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery Networks. 769-779 - Dirk Siegmund, Vinh Phuc Tran, Julian von Wilmsdorff, Florian Kirchbuchner, Arjan Kuijper:
Piggybacking Detection Based on Coupled Body-Feet Recognition at Entrance Control. 780-789
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