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24th 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
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
Applying Self-attention for Stance Classification. 51-61 - Manuel Barreiro-Guerrero, Alfredo Simón-Cuevas
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
Improved Document Filtering by Multilevel Term Relations. 85-95 - Mario Alfonso Prado-Romero
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
A Binary Variational Autoencoder for Hashing. 131-141 - Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof
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
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. 163-173 - Daqing Chen
Predicting Customer Profitability Dynamically over Time: An Experimental Comparative Study. 174-183
Image Analysis and Retrieval
- Rafael Henrique Vareto
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
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
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
Multi-task Learning for Low-Resolution License Plate Recognition. 251-261 - Alessandro Santana Martins, Leandro Alves Neves
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
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
Automated Identification of Breast Cancer Using Digitized Mammogram Images. 346-356 - Daniel Guillermo García-Murillo, Andrés M. Álvarez, David Cárdenas-Peña
Sparse-Based Feature Selection for Discriminating Between Crops and Weeds Using Field Images. 357-364 - Adriano Barbosa-Silva
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
Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks. 387-397 - Leonardo Ledesma
Hermite Convolutional Networks. 398-407 - Carlos A. Ferrer-Riesgo
Analytical Solution for the Optimal Addition of an Item to a Composite of Scores for Maximum Reliability. 408-416 - Lisandra Bravo Ilisástigui
A New Method to Evaluate Subgroup Discovery Algorithms. 417-426
Mathematical Theory of Pattern Recognition
- José David Camacho, Carlos Villaseñor
KAdam: Using the Kalman Filter to Improve Adam algorithm. 429-438 - Andy González-Méndez
Evaluating Restrictions in Pattern Based Classifiers. 439-448 - Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr.
BRIEF-Based Mid-Level Representations for Time Series Classification. 449-457 - Jairo Rojas-Delgado
Continuous Hyper-parameter Configuration for Particle Swarm Optimization via Auto-tuning. 458-468 - Robson Bonidia
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
Revisiting Machine Learning from Crowds a Mixture Model for Grouping Annotations. 493-503 - Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. 504-513 - Andrés Felipe Giraldo-Forero, Sebastian García-López, Paula Andrea Rodríguez Marín
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
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
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
A Wavelet Entropy Based Methodology for Classification Among Healthy, Mild Cognitive Impairment and Alzheimer's Disease People. 589-598 - Nicola Strisciuglio
Trainable COPE Features for Sound Event Detection. 599-609 - Nayid Triana Guzmán
Incremental Training of Neural Network for Motor Tasks Recognition Based on Brain-Computer Interface. 610-619 - Camilo López-Montes, David Cárdenas-Peña
Supervised Relevance Analysis for Multiple Stein Kernels for Spatio-Spectral Component Selection in BCI Discrimination Tasks. 620-628 - Idileisy Torres-Rodríguez
Performance of Different Average Methods for the Automatic Detection of Evoked Potentials. 629-636 - Ramón Amado Reinoso-Leblanch
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
Dual Watermarking for Handwritten Document Image Authentication and Copyright Protection for JPEG Compression Attacks. 656-666
Speech Recognition
- Jose M. Ramirez, Ana R. Montalvo
A Survey of the Effects of Data Augmentation for Automatic Speech Recognition Systems. 669-678 - Tomás Arias-Vergara
Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users. 679-687 - Juan Camilo Vásquez-Correa
Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson's Disease Patients. 688-696 - Juan Camilo Vásquez-Correa
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
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
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
Video Popularity Forecasting to Improve Cache Miss Rate in Content Delivery Networks. 769-779 - Dirk Siegmund, Vinh Phuc Tran, Julian von Wilmsdorff, Florian Kirchbuchner
Piggybacking Detection Based on Coupled Body-Feet Recognition at Entrance Control. 780-789
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