Isabelle Bloch

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, Sao Paulo, Brazil, November 8-11, 2010, Proceedings - Image Processing, Computer Vision, Pattern Recognitio Isabelle Bloch

Marc Notes: Includes bibliographical references and index. Table of Contents: Invited Talks -- Recent Advances in Karnel Machines / StEphane Canu -- Design of Pattern Classifiers Using Optimum-Path Forest with Applications in Image Analysis / Alexandre X. FalcAo -- 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 / AndrE Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno -- Characterizing 3D Shapes Using Fractal Dimension / AndrE Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno -- 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, AurElien Ducournau, Soufiane Rital -- A Static Video Summarization Method Based on Hierarchical Clustering / Silvio Jamil F. GuimarAes, Willer Gomes -- Biomedical Imaging -- Histopathological Image Classification Using Stain Component Features on a pLSA Model / Gloria DIaz, Eduardo Romero -- Modified Expectation Maximization Algorithm for MRI Segmentation / Ramiro Donoso, Alejandro Veloz, HEctor 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 Nanculef, 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, Horst Bunke -- Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection / Reynaldo Gil-GarcIa, Aurora Pons-Porrata -- Background Division, A Suitable Technique for Moving Object Detection / Walter Izquierdo-Guerra, Edel GarcIa-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, MarIa InEs Torres -- Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria / David Correa Martins Jr., Evaldo AraUjo 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 FalcOn-Ruiz, Juan Paz-Viera, Alberto Taboada-CrispI, 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 GonCalves do PatrocInio Jr., Silvio Jamil F. GuimarAes, Henrique Batista da Silva, Kleber Jacques Ferreira de Souza -- A New Dissimilarity Measure for Trajectories with Applications in Anomaly Detection / Dustin L. Espinosa-IsidrOn, Edel B. GarcIa-Reyes -- Modelling Postures of Human Movements / Djamila Medjahed Gamaz, Houssem Eddine Gueziri, Nazim Haouchine -- Detection and Tracking of Driver's Hands in Real Time / RaUl Crespo, Isaac MartIn de Diego, Cristina Conde, Enrique Cabello -- Speech, Natural Language, Document -- Speaker Verification in Noisy Environment Using Missing Feature Approach / Dayana Ribas, JesUs A. Villalba, Eduardo Lleida, JosE R. Calvo -- Fast k-NN Classifier for Documents Based on a Graph Structure / Fernando JosE Artigas-Fuentes, Reynaldo Gil-GarcIa, JosE Manuel BadIa-Contelles, Aurora Pons-Porrata -- Comparative Analysis between Wavelets for the Identification of Pathological Voices / NAthalee 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 DIaz de Illarraza, Iakes Goenaga -- Text Segmentation by Clustering Cohesion / RaUl Abella PErez, JosE Eladio Medina Pagola -- Multiple Clues for License Plate Detection and Recognition / Pablo Negri, Mariano Tepper, Daniel Acevedo, Julio Jacobo, Marta Mejail -- Image Filtering and Segmentation -- Non Local Image Denoising Using Image Adapted Neighborhoods / Alvaro Pardo -- A Quantitative Evaluation of Fixed-Pattern Noise Reduction Methods in Imaging Systems / Pablo Meza, CEsar 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, Javier Sanchez -- 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, AndrE 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-SAnchez, Eduardo Bayro-Corrochano -- A Complex Network-Based Approach for Texture Analysis / AndrE Ricardo Backes, Dalcimar Casanova, Odemir Martinez Bruno -- Enhancing Gabor Wavelets Using Volumetric Fractal Dimension / Alvaro Gomez Zuniga, Odemir Martinez Bruno -- Comparison of Shape Descriptors for Mice Behavior Recognition / Jonathan de Andrade Silva, Wesley Nunes GonCalves, 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., LUcio AndrE de Castro Jorge -- Parameter Estimation for Ridge Detection in Images with Thin Structures / Talita Perciano, Roberto Hirata Jr., LUcio AndrE de Castro Jorge -- 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 / SIlvio Filipe, LuIs A. Alexandre -- On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions / Heydi MEndez-VAzquez, Josef Kittler, Chi-Ho Chan, Edel GarcIa-Reyes -- 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 / Wesley Nunes GonCalves, Jonathan de Andrade Silva, Odemir Martinez Bruno -- Illumination Invariant Face Image Representation Using Quaternions / Dayron Rizo-RodrIguez, Heydi MEndez-VAzquez, Edel GarcIa-Reyes -- A Contrario Detection of False Matches in Iris Recognition / Marcelo Mottalli, Mariano Tepper, Marta Mejail -- Statistical Approaches, Learning, Classification, Mining -- A Functional Density-Based Nonparametric Approach for Statistical Calibration / Noslen HernAndez, Rolando J. Biscay, Nathalie Villa-Vialaneix, Isneri Talavera -- Feature Extraction Using Circular Statistics Applied to Volcano Monitoring / CEsar 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 / CEsar Castelo-FernAndez, Pedro J. de Rezende, Alexandre X. FalcAo, JoAo Paulo Papa -- Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification / Thales Sehn Korting, Luciano Vieira Dutra, Guaraci JosE Erthal, Leila Maria Garcia Fonseca -- A Sequential Minimal Optimization Algorithm for the All-Distances Support Vector Machine / Diego Candel, Ricardo Nanculef, Carlos Concha, HEctor Allende -- 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, FlAvio M. VarejAo, 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 / RaUl Ramos-PollAn, Miguel Angel Guevara-LOpez, EugEnio Oliveira -- Partition Selection Approach for Hierarchical Clustering Based on Clustering Ensemble / Sandro Vega-Pons, JosE Ruiz-Shulcloper -- The Imbalanced Problem in Morphological Galaxy Classification / Jorge de la Calleja, Gladis Huerta, Olac Fuentes, Antonio Benitez, Eduardo LOpez DomInguez, Ma. Auxilio Medina -- Exploiting Contextual Information for Image Re-ranking / Daniel Carlos GuimarAlez, Ricardo da S. Torres -- Assessing the Role of Spatial Relations for the Object Recognition Task / Annette Morales-GonzAlez, Edel GarcIa-Reyes -- Automatic Representation of Semantic Abstraction of Geographical Data by Means of Classification / Rainer Larin Fonseca, Eduardo Garea Llano -- Author Index. Publisher Marketing: Constitutes the refereed proceedings of the 15th iberoamerican Congress on Pattern Recognition, CIARP 2010, held in Sao Paulo, Brazil, in November 2010.

Contributor Bio:  Bloch, Isabelle Isabelle Bloch is Professor at the Ecole Nationale Superieure des Telecommunications, Paris, France.