| Invited Talks |
| Recent Advances in Karnel Machines / Stéphane Canu |
| Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis / Alexandre X. Falcão |
| Vision-Based Control of Robot Motion / Seth Hutchinson |
| Soft Computing, f-Granulation and Pattern Recognition / Sankar K. Pal |
| Computational Illumination / Matthew Turk |
| Color, Shape and Texture |
| Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks / André Ricardo Backes ; Alexandre Souto Martinez ; Odemir Martinez Bruno |
| Characterizing 3D Shapes Using Fractal Dimension / Danilo Medeiros Eler ; Rosane Minghim |
| Multiresolution Histogram Analysis for Color Reduction / Giuliana Ramella ; Gabriella Sanniti di Baja |
| Graphs and Hypergraphs |
| Graphs of Words Embedding for Molecular Structure-Activity Relationship Analysis / Jaume Gibert ; Ernest Valveny ; Horst Bunke |
| A Hypergraph Reduction Algorithm for Joint Segmentation and Classification of Satellite Image Content / Alain Bretto ; Aurélien Ducournau ; Soufiane Rital |
| A Static Video Summarization Method Based on Hierarchical Clustering / Silvio Jamil F. Guimarães ; Willer Gomes |
| Biomedical Imaging |
| Histopathological Image Classification Using Stain Component Features on a pLSA Model / Gloria DÃaz ; Eduardo Romero |
| Modified Expectation Maximization Algorithm for MRI Segmentation / Ramiro Donoso ; Alejandro Veloz ; Héctor Allende |
| Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification / Mohamed Khider ; Abdelmalik Taleb-Ahmed ; Boualem Haddad |
| Retrieval, Mining and Learning |
| Content-Based Emblem Retrieval Using Zernike Moments / Ezequiel Cura ; Mariano Tepper ; Marta Mejail |
| A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls / Emanuele Frandi ; Maria Grazia Gasparo ; Stefano Lodi ; Ricardo Ñanculef ; Claudio Sartori |
| A Hybrid Face Recognition Approach Using GPUMLib / Noel Lopes ; Bernardete Ribeiro |
| Learning, Recognition and Clustering |
| Self-training for Handwritten Text Line Recognition / Volkmar Frinken |
| Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection / Reynaldo Gil-GarcÃa ; Aurora Pons-Porrata |
| Background Division, A Suitable Technique for Moving Object Detection / Walter Izquierdo-Guerra ; Edel GarcÃa-Reyes |
| Bayesian and Statistical Methods |
| Concept Formation Using Incremental Gaussian Mixture Models / Paulo Martins Engel ; Milton Roberto Heinen |
| Integrating Phonological Knowledge in ASR Systems for Spanish Language / Javier Mikel Olaso ; MarÃa Inés Torres |
| Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria / David Correa Martins Jr., ; Evaldo Araújo de Oliveira ; Vitor Hugo Louzada ; Ronaldo Fumio Hashimoto |
| Coding and Compression, Video, Tracking |
| Grid Smoothing: A Graph-Based Approach / Guillaume Noel ; Karim Djouani ; Yskandar Hamam |
| A Quality Analysis on JPEG 2000 Compressed Leukocyte Images by Means of Segmentation Algorithms / Alexander Falcón-Ruiz ; Juan Paz-Viera ; Alberto Taboada-Crispà ; Hichem Sahli |
| Comments on Matrix-Based Secret Sharing Scheme for Images / Esam Elsheh ; A. Ben Hamza |
| A Very Low Bit-Rate Minimalist Video Encoder Based on Matching Pursuits / Vitor de Lima ; Helio Pedrini |
| An Unified Transition Detection Based on Bipartite Graph Matching Approach / Zenilton Kleber Gonçalves do PatrocÃnio Jr. ; Silvio Jamil F. Guimaräes ; Henrique Batista da Silva ; Kleber Jacques Ferreira de Souza |
| A New Dissimilarity Measure for Trajectories with Applications in Anomaly Detection / Dustin L. Espinosa-Isidrón ; Edel B. GarcÃa-Reyes |
| Modelling Postures of Human Movements / Djamila Medjahed Gamaz ; Houssem Eddine Gueziri ; Nazim Haouchine |
| Detection and Tracking of Driver's Hands in Real Time / Raúl Crespo ; Isaac MartÃn de Diego ; Cristina Conde ; Enrique Cabello |
| Speech, Natural Language, Document |
| Speaker Verification in Noisy Environment Using Missing Feature Approach / Dayana Ribas ; Jesús A. Villalba ; Eduardo Lleida ; José R. Calvo |
| Fast k-NN Classifier for Documents Based on a Graph Structure / Fernando José Artigas-Fuentes ; José Manuel BadÃa-Contelles |
| Comparative Analysis between Wavelets for the Identification of Pathological Voices / Náthalee Cavalcanti ; Sandro Silva ; Adriano Bresolin ; Heliana Bezerra ; Ana Maria G. Guerreiro |
| Comparison of HMM and DTW for Isolated Word Recognition System of Punjabi Language / Kumar Ravinder |
| A Combination of Classifiers for the Pronominal Anaphora Resolution in Basque / Ana Zelaia Jauregi ; Basilio Sierra ; Olatz Arregi Uriarte ; Klara Ceberio ; Arantza DÃaz de Illarraza ; Iakes Goenaga |
| Text Segmentation by Clustering Cohesion / Raúl Abella Pérez ; José Eladio Medina Pagola |
| Multiple Clues for License Plate Detection and Recognition / Pablo Negri ; Daniel Acevedo ; Julio Jacobo |
| Image Filtering and Segmentation |
| Non Local Image Denoising Using Image Adapted Neighborhoods / Ãlvaro Pardo |
| A Quantitative Evaluation of Fixed-Pattern Noise Reduction Methods in Imaging Systems / Pablo Meza ; César San Martin ; Esteban Vera ; Sergio Torres |
| Vessel Centerline Tracking in CTA and MRA Images Using Hough Transform / Maysa M. G. Macedo ; Choukri Mekkaoui ; Marcel P. Jackowski |
| Automatic Image Segmentation Optimized by Bilateral Filtering / Javier Sanchez ; Estibaliz Martinez ; Agueda Arquero |
| Color Image Segmentation by Means of a Similarity Function / Rodolfo Alvarado-Cervantes ; Edgardo M. Felipe-Riveron ; Luis P. Sanchez-Fernandez |
| Image Segmentation Using Quadtree-Based Similarity Graph and Normalized Cut / Marco Antonio Garcia de Carvalho ; Anselmo Castelo Branco Ferreira ; André Luis Costa |
| A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation / Lionel Valet ; Beatriz S.L.P. de Lima ; Alexandre G. Evsukoff |
| Feature Extraction, Shape, Texture, Geometry and Morphology |
| Quaternion Atomic Function Wavelet for Applications in Image Processing / E. Ulises Moya-Sánchez ; Eduardo Bayro-Corrochano |
| A Complex Network-Based Approach for Texture Analysis / Dalcimar Casanova |
| Enhancing Gabor Wavelets Using Volumetric Fractal Dimension / Alvaro Gomez Zuniga |
| Comparison of Shape Descriptors for Mice Behavior Recognition / Jonathan de Andrade Silva ; Wesley Nunes Gonçalves ; Bruno Brandoli Machado ; Hemerson Pistori ; Albert Schiaveto de Souza ; Kleber Padovani de Souza |
| Ridge Linking Using an Adaptive Oriented Mask Applied to Plant Root Images with Thin Structures / Talita Perciano ; Roberto Hirata Jr. ; Lúcio André de Castro Jorge |
| Parameter Estimation for Ridge Detection in Images with Thin Structures |
| Experimental Comparison of Orthogonal Moments as Feature Extraction Methods for Character Recognition / Miguel A. Duval ; Sandro Vega-Pons ; Eduardo Garea |
| Face Segmentation and Recognition, Biometry |
| Improving Face Segmentation in Thermograms Using Image Signatures / SÃlvio Filipe ; LuÃs A. Alexandre |
| On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions / Heydi Méndez-Vázquez ; Josef Kittler ; Chi-Ho Chan |
| On Improving Dissimilarity-Based Classifications Using a Statistical Similarity Measure / Sang-Woon Kim ; Robert P.W. Duin |
| A Rotation Invariant Face Recognition Method Based on Complex Network |
| Illumination Invariant Face Image Representation Using Quaternions / Dayron Rizo-RodrÃguez |
| A Contrario Detection of False Matches in Iris Recognition / Marcelo Mottalli |
| Statistical Approaches, Learning, Classification, Mining |
| A Functional Density-Based Nonparametric Approach for Statistical Calibration / Noslen Hernández ; Rolando J. Biscay ; Nathalie Villa-Vialaneix ; Isneri Talavera |
| Feature Extraction Using Circular Statistics Applied to Volcano Monitoring / César San-Martin ; Carlos Melgarejo ; Claudio Gallegos ; Gustavo Soto ; Millaray Curilem ; Gustavo Fuentealba |
| Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets / César Castelo-Fernández ; Pedro J. de Rezende ; João Paulo Papa |
| Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification / Thales Sehn Korting ; Luciano Vieira Dutra ; Guaraci José Erthal ; Leila Maria Garcia Fonseca |
| A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine / Diego Candel ; Carlos Concha |
| Aerosol Optical Thickness Retrieval from Satellite Observation Using Support Vector Regression / Thi Nhat Thanh Nguyen ; Simone Mantovani ; Piero Campalani ; Mario Cavicchi ; Maurizio Bottoni |
| An Overproduce-and-Choose Strategy to Create Classifier Ensembles with Tuned SVM Parameters Applied to Real-World Fault Diagnosis / Estefhan Dazzi Wandekokem ; Flávio M. Varejão ; Thomas W. Rauber |
| Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient / Frederico Coelho ; Antonio Padua Braga ; Michel Verleysen |
| Introducing ROC Curves as Error Measure Functions: A New Approach to Train ANN-Based Biomedical Data Classifiers / Raúl Ramos-Pollán ; Miguel Ãngel Guevara-López ; Eugénio Oliveira |
| Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble / José Ruiz-Shulcloper |
| The Imbalanced Problem in Morphological Galaxy Classification / Jorge de la Calleja ; Gladis Huerta ; Olac Fuentes ; Antonio Benitez ; Eduardo López DomÃnguez ; Ma. Auxilio Medina |
| Exploiting Contextual Information for Image Re-ranking / Daniel Carlos Guimarãlez ; Ricardo da S. Torres |
| Assessing the Role of Spatial Relations for the Object Recognition Task / Annette Morales-González |
| Automatic Representation of Semantic Abstraction of Geographical Data by Means of Classification / Rainer Larin Fonseca ; Eduardo Garea Llano |
| Author Index |
| Invited Talks |
| Recent Advances in Karnel Machines / Stéphane Canu |
| Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis / Alexandre X. Falcão |
| Vision-Based Control of Robot Motion / Seth Hutchinson |
| Soft Computing, f-Granulation and Pattern Recognition / Sankar K. Pal |
| Computational Illumination / Matthew Turk |
