15. CIARP 2010: Sao Paulo, Brazil

• Stéphane Canu:
  Recent Advances in Kernel Machines. 1
  
• Alexandre X. Falcão:
  Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis. 2
  
• Seth Hutchinson:
  Vision-Based Control of Robot Motion. 3
  
• Sankar K. Pal:
  Soft Computing, f-Granulation and Pattern Recognition. 4
  
• Matthew Turk:
  Computational Illumination. 5
  

Color, Shape and Texture

• André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno:
  Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks. 6-13
  
• André Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno:
  Characterizing 3D Shapes Using Fractal Dimension. 14-21
  
• Giuliana Ramella, Gabriella Sanniti di Baja:
  Multiresolution Histogram Analysis for Color Reduction. 22-29
  

Graphs and Hypergraphs

• Jaume Gibert, Ernest Valveny, Horst Bunke:
  Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis. 30-37
  
• Alain Bretto, Aurélien Ducournau, Soufiane Rital:
  A Hypergraph Reduction Algorithm for Joint Segmentation and Classification of Satellite Image Content. 38-45
  
• Silvio Jamil Ferzoli Guimarães, Willer Gomes:
  A Static Video Summarization Method Based on Hierarchical Clustering. 46-54
  

Biomedical Imaging

• Gloria Díaz, Eduardo Romero:
  Histopathological Image Classification Using Stain Component Features on a pLSA Model. 55-62
  
• Ramiro Donoso, Alejandro Veloz, Héctor Allende:
  Modified Expectation Maximization Algorithm for MRI Segmentation. 63-70
  
• Mohamed Khider, Abdelmalik Taleb-Ahmed, Boualem Haddad:
  Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification. 71-78
  

Retrieval, Mining and Learning

• Ezequiel Cura, Mariano Tepper, Marta Mejail:
  Content-Based Emblem Retrieval Using Zernike Moments. 79-86
  
• Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori:
  A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls. 87-95
  
• Noel Lopes, Bernardete Ribeiro:
  A Hybrid Face Recognition Approach Using GPUMLib. 96-103
  

Learning, Recognition and Clustering

• Volkmar Frinken, Horst Bunke:
  Self-training for Handwritten Text Line Recognition. 104-112
  
• Reynaldo Gil-García, Aurora Pons-Porrata:
  Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection. 113-120
  
• Walter Izquierdo Guerra, Edel B. García Reyes:
  Background Division, A Suitable Technique for Moving Object Detection. 121-127
  

Bayesian and Statistical Methods

• Paulo Martins Engel, Milton Roberto Heinen:
  Concept Formation Using Incremental Gaussian Mixture Models. 128-135
  
• Javier Mikel Olaso, M. Inés Torres:
  Integrating Phonological Knowledge in ASR Systems for Spanish Language. 136-143
  
• David Correa Martins, Evaldo Araújo de Oliveira, Vitor H. P. Louzada, Ronaldo Fumio Hashimoto:
  Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria. 144-152
  

Coding and Compression, Video, Tracking

• Guillaume Noel, Karim Djouani, Yskandar Hamam:
  Grid Smoothing: A Graph-Based Approach. 153-160
  
• Alexander Falcón-Ruiz, Juan Paz-Viera, Alberto Taboada-Crispí, Hichem Sahli:
  A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms. 161-168
  
• Esam Elsheh, A. Ben Hamza:
  Comments on Matrix-Based Secret Sharing Scheme for Images. 169-175
  
• Vitor de Lima, Hélio Pedrini:
  A Very Low Bit-Rate Minimalist Video Encoder Based on Matching Pursuits. 176-183
  
• Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães, Henrique Batista da Silva, Kleber Jacques Ferreira de Souza:
  An Unified Transition Detection Based on Bipartite Graph Matching Approach. 184-192
  
• Dustin Luis Espinosa-Isidrón, Edel B. García Reyes:
  A New Dissimilarity Measure for Trajectories with Applications in Anomaly Detection. 193-201
  
• Djamila Medjahed Gamaz, Houssem Eddine Gueziri, Nazim Haouchine:
  Modelling Postures of Human Movements. 202-211
  
• Raúl Crespo, Isaac Martín de Diego, Cristina Conde, Enrique Cabello:
  Detection and Tracking of Driver's Hands in Real Time. 212-219
  

Speech, Natural Language, Document

• Dayana Ribas, Jesús A. Villalba, Eduardo Lleida, José R. Calvo:
  Speaker Verification in Noisy Environment Using Missing Feature Approach. 220-227
  
• Fernando José Artigas-Fuentes, Reynaldo Gil-García, José Manuel Badía-Contelles, Aurora Pons-Porrata:
  Fast k-NN Classifier for Documents Based on a Graph Structure. 228-235
  
• Náthalee Cavalcanti, Sandro Silva, Adriano de Andrade Bresolin, Heliana Bezerra, Ana Maria G. Guerreiro:
  Comparative Analysis between Wavelets for the Identification of Pathological Voices. 236-243
  
• Kumar Ravinder:
  Comparison of HMM and DTW for Isolated Word Recognition System of Punjabi Language. 244-252
  
• Ana Zelaia Jauregi, Basilio Sierra, Olatz Arregi Uriarte, Klara Ceberio, Arantza Díaz de Illarraza, Iakes Goenaga:
  A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque. 253-260
  
• Raúl Abella Pérez, José E. Medina-Pagola:
  Text Segmentation by Clustering Cohesion. 261-268
  
• Pablo Negri, Mariano Tepper, Daniel Acevedo, Julio C. Jacobo, Marta Mejail:
  Multiple Clues for License Plate Detection and Recognition. 269-276
  

Image Filtering and Segmentation

• Álvaro Pardo:
  Non Local Image Denoising Using Image Adapted Neighborhoods. 277-284
  
• Pablo Meza, César San Martín, Esteban Vera, Sergio N. Torres:
  A Quantitative Evaluation of Fixed-Pattern Noise Reduction Methods in Imaging Systems. 285-294
  
• Maysa M. G. Macedo, Choukri Mekkaoui, Marcel Jackowski:
  Vessel Centerline Tracking in CTA and MRA Images Using Hough Transform. 295-302
  
• Javier Sanchez, Estibaliz Martinez, Agueda Arquero, Diego Renza:
  Automatic Image Segmentation Optimized by Bilateral Filtering. 303-310
  
• Diego Renza, Estibaliz Martinez, Agueda Arquero, Javier Sanchez:
  Pansharpening of High and Medium Resolution Satellite Images Using Bilateral Filtering. 311-318
  
• Rodolfo Alvarado-Cervantes, Edgardo Manuel Felipe Riverón, Luis Pastor Sánchez Fernández:
  Color Image Segmentation by Means of a Similarity Function. 319-328
  
• Marco António Garcia de Carvalho, Anselmo Castelo Branco Ferreira, André Luis da Costa:
  Image Segmentation Using Quadtree-Based Similarity Graph and Normalized Cut. 329-337
  
• Lionel Valet, Beatriz S. L. P. de Lima, Alexandre Evsukoff:
  A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation. 338-345
  

Feature Extraction, Shape, Texture, Geometry and Morphology

• Eduardo Ulises Moya-Sánchez, Eduardo Bayro-Corrochano:
  Quaternion Atomic Function Wavelet for Applications in Image Processing. 346-353
  
• André Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno:
  A Complex Network-Based Approach for Texture Analysis. 354-361
  
• Alvaro Gomez Zuniga, Odemir Martinez Bruno:
  Enhancing Gabor Wavelets Using Volumetric Fractal Dimension. 362-369
  
• Jonathan de Andrade Silva, Wesley Nunes Gonçalves, Bruno Brandoli Machado, Hemerson Pistori, Albert Schiaveto de Souza, Kleber Padovani de Souza:
  Comparison of Shape Descriptors for Mice Behavior Recognition. 370-377
  
• Talita Perciano, Roberto Hirata Jr., Lúcio André de Castro Jorge:
  Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures. 378-385
  
• Talita Perciano, Roberto Hirata Jr., Lúcio André de Castro Jorge:
  Parameter Estimation for Ridge Detection in Images with Thin Structures. 386-393
  
• Miguel A. Duval, Sandro Vega-Pons, Eduardo Garea Llano:
  Experimental Comparison of Orthogonal Moments as Feature Extraction Methods for Character Recognition. 394-401
  

Face Segmentation and Recognition, Biometry

• Silvio Filipe, Luís A. Alexandre:
  Improving Face Segmentation in Thermograms Using Image Signatures. 402-409
  
• Heydi Mendez Vazquez, Josef Kittler, Chi-Ho Chan, Edel B. García Reyes:
  On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions. 410-417
  
• Sang-Woon Kim, Robert P. W. Duin:
  On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure. 418-425
  
• Wesley Nunes Gonçalves, Jonathan de Andrade Silva, Odemir Martinez Bruno:
  A Rotation Invariant Face Recognition Method Based on Complex Network. 426-433
  
• Dayron Rizo-Rodriguez, Heydi Mendez Vazquez, Edel B. García Reyes:
  Illumination Invariant Face Image Representation Using Quaternions. 434-441
  
• Marcelo Mottalli, Mariano Tepper, Marta Mejail:
  A Contrario Detection of False Matches in Iris Recognition. 442-449
  

Statistical Approaches, Learning, Classification, Mining

• Noslén Hernández-González, Rolando J. Biscay, Nathalie Villa-Vialaneix, Isneri Talavera-Bustamante:
  A Functional Density-Based Nonparametric Approach for Statistical Calibration. 450-457
  
• César San-Martin, Carlos Melgarejo, Claudio Gallegos, Gustavo Soto, Millaray Curilem, Gustavo Fuentealba:
  Feature Extraction Using Circular Statistics Applied to Volcano Monitoring. 458-466
  
• César Castelo-Fernández, Pedro J. de Rezende, Alexandre X. Falcão, João Paulo Papa:
  Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets. 467-475
  
• Thales Sehn Korting, Luciano Vieira Dutra, Guaraci J. Erthal, Leila Maria Garcia Fonseca:
  Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification. 476-483
  
• Diego Candel, Ricardo Ñanculef, Carlos Concha, Héctor Allende:
  A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine. 484-491
  
• Thi Nhat Thanh Nguyen, Simone Mantovani, Piero Campalani, Mario Cavicchi, Maurizio Bottoni:
  Aerosol Optical Thickness Retrieval from Satellite Observation Using Support Vector Regression. 492-499
  
• Estefhan Dazzi Wandekokem, Flávio Miguel Varejão, Thomas W. Rauber:
  An Overproduce-and-Choose Strategy to Create Classifier Ensembles with Tuned SVM Parameters Applied to Real-World Fault Diagnosis. 500-508
  
• Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen:
  Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient. 509-516
  
• Raúl Ramos-Pollán, Miguel Ángel Guevara-López, Eugénio C. Oliveira:
  Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers. 517-524
  
• Sandro Vega-Pons, José Ruiz-Shulcloper:
  Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble. 525-532
  
• Jorge de la Calleja, Gladis Huerta, Olac Fuentes, Antonio Benitez, Eduardo López Domínguez, Ma. Auxilio Medina:
  The Imbalanced Problem in Morphological Galaxy Classification. 533-540
  
• Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres:
  Exploiting Contextual Information for Image Re-ranking. 541-548
  
• Annette Morales-González, Edel B. García Reyes:
  Assessing the Role of Spatial Relations for the Object Recognition Task. 549-556
  
• Rainer Larin Fonseca, Eduardo Garea Llano:
  Automatic Representation of Semantic Abstraction of Geographical Data by Means of Classification. 557-568
  

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