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20th CIARP 2015: Montevideo, Uruguay
- Alvaro Pardo, Josef Kittler:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings. Lecture Notes in Computer Science 9423, Springer 2015, ISBN 978-3-319-25750-1
Applications of Pattern Recognition
- Sergio Campos, Luis Pizarro, Carlos Valle
, Katherine R. Gray, Daniel Rueckert, Héctor Allende
Evaluating Imputation Techniques for Missing Data in ADNI: A Patient Classification Study. 3-10 - María Inés Fariello
Genetic Prediction in Bovine Meat Production: Is Worth Integrating Bayesian and Machine Learning Approaches? a Comprenhensive Analysis. 11-18 - Sebastián Sierra, Juan F. Molina, Angel Cruz-Roa
Classification of Low-Level Atmospheric Structures Based on a Pyramid Representation and a Machine Learning Method. 19-26 - María Escobar, Mary Berdugo, Orlando Rangel-Ch, Francisco Gómez:
Inferring Leaf Blade Development from Examples. 27-34 - Anderson Santos, Hélio Pedrini:
Human Skin Segmentation Improved by Texture Energy Under Superpixels. 35-42 - Juan Cruz Rodriguez, Germán González, Cristóbal Fresno, Elmer Andrés Fernández:
Integrative Functional Analysis Improves Information Retrieval in Breast Cancer. 43-50 - André Ricardo Backes, Jarbas Joaci de Mesquita Sá Junior, Rosana Marta Kolb:
Color Fractal Descriptors for Adaxial Epidermis Texture Classification. 51-58 - Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors. 59-66 - Keiller Nogueira
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. 67-74 - Ricardo Moncayo, David Romo-Bucheli, Eduardo Romero:
A Grading Strategy for Nuclear Pleomorphism in Histopathological Breast Cancer Images Using a Bag of Features (BOF). 75-82 - Fernanda Rodríguez, Matías Di Martino, Juan Pablo Kosut, Fernando Santomauro, Federico Lecumberry, Alicia Fernández
Optimal and Linear F-Measure Classifiers Applied to Non-technical Losses Detection. 83-91 - Bernardo Marenco, Magdalena Fuentes, Florencia Lanzaro, Martín Rocamora
A Multimodal Approach for Percussion Music Transcription from Audio and Video. 92-99 - Martín Rocamora
Modeling Onset Spectral Features for Discrimination of Drum Sounds. 100-107 - Ximena Fernández, Rosana García, Enrique D. Ferreira
Classification of Basic Human Emotions from Electroencephalography Data. 108-115 - Marco Túlio Alves N. Rodrigues, Daniel Balbino de Mesquita, Erickson Rangel do Nascimento
A Non-parametric Approach to Detect Changes in Aerial Images. 116-124
Biometrics
- José Hernández Palancar, Alfredo Muñoz-Briseño:
A New Fingerprint Indexing Algorithm for Latent and Non-latent Impressions Identification. 127-134 - Moez Ajili, Jean-François Bonastre, Solange Rossato, Juliette Kahn, Itshak Lapidot:
Homogeneity Measure for Forensic Voice Comparison: A Step Forward Reliability. 135-142 - Amirhosein Toosi, Sandro Cumani, Andrea Bottino
On Multiview Analysis for Fingerprint Liveness Detection. 143-150 - Marianela Parodi
Online Signature Verification: Is the Whole Greater Than the Sum of the Parts? 151-159 - Alfredo Muñoz-Briseño, Andrés Gago Alonso, José Hernández Palancar:
Fingerprint Matching Using a Geometric Subgraph Mining Approach. 160-167 - Diego Bertolini
Improving Writer Identification Through Writer Selection. 168-175 - Matías Di Martino, Alicia Fernández
One-Shot 3D-Gradient Method Applied to Face Recognition. 176-183 - Yasser Chacon-Cabrera, Man Zhang, Eduardo Garea Llano, Zhenan Sun:
Iris Texture Description Using Ordinal Co-occurrence Matrix Features. 184-191 - Osvaldo Andrés Pérez-García:
Confounding Factors in Keystroke Dynamics. 192-199 - Eduardo José da S. Luz
Denoising Autoencoder for Iris Recognition in Noncooperative Environments. 200-207 - Katy Castillo-Rosado, José Hernández Palancar:
A New Ridge-Features-Based Method for Fingerprint Image Quality Assessment. 208-215
Computer Vision
- Anderson Brilhador, Daniel A. Serrarens, Fabrício Martins Lopes:
A Computer Vision Approach for Automatic Measurement of the Inter-plant Spacing. 219-227 - Daniel Barragan, María P. Trujillo
An EA-Based Method for Estimating the Fundamental Matrix. 228-235 - Mariano Bianchi, Nadia Heredia, Francisco Gómez Fernández, Alvaro Pardo, Marta Mejail:
Two Applications of RGB-D Descriptors in Computer Vision. 236-244
Gesture Recogntion
- Thierry Pinheiro Moreira, Marlon Fernandes de Alcântara, Hélio Pedrini, David Menotti:
Fast and Accurate Gesture Recognition Based on Motion Shapes. 247-254 - João Paulo Canário, Luciano Oliveira:
Recognition of Facial Expressions Based on Deep Conspicuous Net. 255-262 - Jadisha Yarif Ramírez Cornejo
Facial Expression Recognition with Occlusions Based on Geometric Representation. 263-270 - J. Matías Di Martino, Alicia Fernández
Automatic Eyes and Nose Detection Using Curvature Analysis. 271-278
Image Classification and Retrieval
- Reginaldo Rocha, Priscila T. M. Saito
A Novel Framework for Content-Based Image Retrieval Through Relevance Feedback Optimization. 281-289 - Tomás Mardones, Héctor Allende
Graph Fusion Using Global Descriptors for Image Retrieval. 290-297 - Javier A. Redolfi
Fisher Vectors for Leaf Image Classification: An Experimental Evaluation. 298-305 - Vinicius von Glehn De Filippo, Zenilton Kleber G. do Patrocínio Jr.
Hierarchical Combination of Semantic Visual Words for Image Classification and Clustering. 306-313 - Yuri H. Ribeiro, Zenilton Kleber G. do Patrocínio Jr.
Kernel Combination Through Genetic Programming for Image Classification. 314-321 - Geovana V. L. de Lima, Thullyo R. Castilho, Pedro Henrique Bugatti
A Complex Network-Based Approach to the Analysis and Classification of Images. 322-330 - Leonardo Chang
Assessing the Distinctiveness and Representativeness of Visual Vocabularies. 331-338
Image Coding, Processing and Analysis
- Levi O. Vasconcelos, Erickson Rangel do Nascimento
A Scale Invariant Keypoint Detector Based on Visual and Geometrical Cues. 341-349 - David Menotti, Laurent Najman
Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation. 350-357 - Nicola Pierazzo, Jean-Michel Morel
Optimizing the Data Adaptive Dual Domain Denoising Algorithm. 358-365 - Gonzalo Sanguinetti, Erik J. Bekkers
Sub-Riemannian Fast Marching in SE(2). 366-374 - Zenilton Kleber G. do Patrocínio Jr.
Re-ranking of the Merging Order for Hierarchical Image Segmentation. 375-382 - Silvina Pistonesi, Jorge Martinez, Silvia María Ojeda, Ronny O. Vallejos:
A Novel Quality Image Fusion Assessment Based on Maximum Codispersion. 383-390 - Mauricio Orbes-Arteaga
Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models. 391-399 - Ignacio Ramírez:
Interleaved Quantization for Near-Lossless Image Coding. 400-407 - Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende:
Image Edge Detection Based on a Spatial Autoregressive Bootstrap Approach. 408-415 - Martin Rais, Jean-Michel Morel
Iterative Gradient-Based Shift Estimation: To Multiscale or Not to Multiscale? 416-423 - Ramon F. Pessoa, William Robson Schwartz
A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. 424-431
Segmentation, Analysis of Shape and Textur
- Lara Raad
Multiscale Exemplar Based Texture Synthesis by Locally Gaussian Models. 435-443 - Frank D. Julca-Aguilar, Harold Mouchère
Top-Down Online Handwritten Mathematical Expression Parsing with Graph Grammar. 444-451 - Lucas Alexandre Ramos, Gustavo Botelho de Souza, Aparecido Nilceu Marana:
Shape Analysis Using Multiscale Hough Transform Statistics. 452-459 - Jorge Martinez, Silvina Pistonesi, Ana Georgina Flesia
Inference Strategies for Texture Parameters. 460-467 - Thiago Pirola Ribeiro, Leandro N. Couto, André R. Backes, Célia A. Zorzo Barcelos:
Texture Characterization via Automatic Threshold Selection on Image-Generated Complex Network. 468-476 - Selene Solorza-Calderón, Jonathan Verdugo-Olachea:
A RFM Pattern Recognition System Invariant to Rotation, Scale and Translation. 477-484 - Leonardo F. S. Scabini
Texture Analysis by Bag-Of-Visual-Words of Complex Networks. 485-492 - Daniela Portes L. Ferreira, André R. Backes, Célia A. Zorzo Barcelos:
Bregman Divergence Applied to Hierarchical Segmentation Problems. 493-500 - Addson Costa, Bruno M. Carvalho
SALSA - A Simple Automatic Lung Segmentation Algorithm. 501-508 - Juan Manuel Núñez:
Segmentation of Urban Impervious Surface Using Cellular Neural Networks. 509-516
Signals Analysis and Processing
- Fernando García, Emilio Sanchis Arnal, Lluís F. Hurtado, Encarna Segarra:
Adaptive Training for Robust Spoken Language Understanding. 519-526 - Diego Acuña, Héctor Allende-Cid, Héctor Allende:
The Effect of Innovation Assumptions on Asymmetric GARCH Models for Volatility Forecasting. 527-534 - Luis Miguel Gato, Liset Martínez, Jorge Torres
Blind Spectrum Sensing Based on Cyclostationary Feature Detection. 535-542 - Ana Montalvo, Yandre M. G. Costa, José Ramón Calvo de Lara:
Language Identification Using Spectrogram Texture. 543-550 - Marcos Calvo, Lluís F. Hurtado, Fernando García, Emilio Sanchis:
Combining Several ASR Outputs in a Graph-Based SLU System. 551-558 - Martín Patrone, Federico Lecumberry, Alvaro Martín, Ignacio Ramírez, Gadiel Seroussi:
EEG Signal Pre-Processing for the P300 Speller. 559-566 - Lucas Daniel Terissi, Gonzalo D. Sad
Audio-Visual Speech Recognition Scheme Based on Wavelets and Random Forests Classification. 567-574 - Fily Mateos Grisales-Franco, Jesús Francisco Vargas-Bonilla
Fall Detection Algorithm Based on Thresholds and Residual Events. 575-583 - Karel Toledo
Digital Filter Design with Time Constraints Based on Calculus of Variations. 584-592
Theory of Pattern Recognition
- Sebastián Gómez-González, Mauricio A. Álvarez
Discriminative Training for Convolved Multiple-Output Gaussian Processes. 595-602 - Raudel Hernández-León:
Improving the Accuracy of CAR-based Classifiers by Combining Netconf Measure and Dynamic -K Mechanism. 603-610 - Gabriel Martos, Alberto Muñoz
Local Entropies for Kernel Selection and Outlier Detection in Functional Data. 611-618 - Silas Evandro Nachif Fernandes, Walter J. Scheirer, David D. Cox, João Paulo Papa:
Improving Optimum-Path Forest Classification Using Confidence Measures. 619-625 - Diego Hernán Peluffo-Ordóñez
Multiple Kernel Learning for Spectral Dimensionality Reduction. 626-634 - Cristian Guarnizo
Indian Buffet Process for Model Selection in Latent Force Models. 635-642 - José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández Palancar, Claudia Feregrino Uribe:
SPaR-FTR: An Efficient Algorithm for Mining Sequential Patterns-Based Rules. 643-650 - Andrés Esteban Páez-Torres, Fabio A. González:
Online Kernel Matrix Factorization. 651-658 - Mariano Tepper, Guillermo Sapiro:
From Local to Global Communities in Large Networks Through Consensus. 659-666 - Fábio Fernandes da Rocha Vicente
A Feature Selection Approach for Evaluate the Inference of GRNs Through Biological Data Integration - A Case Study on A. Thaliana. 667-675 - Viviana Beltrán, Jorge A. Vanegas, Fabio A. González:
Semi-supervised Dimensionality Reduction via Multimodal Matrix Factorization. 676-682 - Gustavo H. Rosa
Fine-Tuning Convolutional Neural Networks Using Harmony Search. 683-690 - Diego Luchi, Willian Santos, Alexandre Rodrigues Loureiros, Flávio Miguel Varejão:
Genetic Sampling k-means for Clustering Large Data Sets. 691-698 - Roberto Alejo
Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain. 699-707 - José Kadir Febrer-Hernández, Raudel Hernández-León, José Hernández Palancar, Claudia Feregrino Uribe:
Improving the Accuracy of the Sequential Patterns-Based Classifiers. 708-715 - Víctor Iván González-Guevara, Salvador Godoy-Calderón, Eduardo Alba-Cabrera
A Mixed Learning Strategy for Finding Typical Testors in Large Datasets. 716-723 - Carlos Mera, Jose Arrieta, Mauricio Orozco-Alzate
A Bag Oversampling Approach for Class Imbalance in Multiple Instance Learning. 724-731
Video Analysis, Segmentation and Tracking
- Guilherme Brandão Martins, Jurandy Almeida
Supervised Video Genre Classification Using Optimum-Path Forest. 735-742 - Fabián Páez, Fabio A. González:
Annotating and Retrieving Videos of Human Actions Using Matrix Factorization. 743-750 - Nancy Arana-Daniel
Recognition of Non-pedestrian Human Forms Through Locally Weighted Descriptors. 751-759 - César Castelo-Fernández, Guillermo Calderón-Ruiz:
Automatic Video Summarization Using the Optimum-Path Forest Unsupervised Classifier. 760-767 - Marcos Daniel Valadão Baroni, Flávio Miguel Varejão:
A Shuffled Complex Evolution Algorithm For the Multidimensional Knapsack Problem. 768-775 - Pablo Negri
Pedestrian Detection Using Multi-Objective Optimization. 776-784
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