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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

  • Conference proceedings
  • © 2010

Overview

Editors:
  1. Isabelle Bloch

    1. Département Traitement du Signal et des Images, CNRS LTCI, Télécom ParisTech, Paris Cedex 13, France

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  2. Roberto M. Cesar

    1. Institute of Mathematics and Statistics - IME, Department of Computer Science, University of São Paulo - USP, São Paulo, Brazil

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6419)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

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Conference proceedings info: CIARP 2010.

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About this book

Pattern recognition is a central topic in contemporary computer sciences, with continuously evolving topics, challenges, and methods, including machine learning, content-based image retrieval, and model- and knowledge-based - proaches, just to name a few. The Iberoamerican Congress on Pattern Recog- tion (CIARP) has become established as a high-quality conference, highlighting the recent evolution of the domain. These proceedings include all papers presented during the 15th edition of this conference, held in Sao Paulo, Brazil, in November 2010. As was the case for previous conferences, CIARP 2010 attracted parti- pants from around the world with the aim of promoting and disseminating - going research on mathematical methods and computing techniques for pattern recognition, computer vision, image analysis, and speech recognition, as well as their applications in such diverse areas as robotics, health, entertainment, space exploration, telecommunications, data mining, document analysis,and natural language processing and recognition, to name only a few of them. Moreover, it provided a forum for scienti?c research, experience exchange, sharing new kno- edge and increasing cooperation between research groups in pattern recognition and related areas. It is important to underline that these conferences have contributed sign- icantly to the growth of national associations for pattern recognition in the Iberoamerican region, all of them as members of the International Association for Pattern Recognition (IAPR).

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Table of contents (73 papers)

  1. Front Matter

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  3. Color, Shape and Texture

    1. Color Texture Analysis and Classification: An Agent Approach Based on Partially Self-avoiding Deterministic Walks

      • André Ricardo Backes, Alexandre Souto Martinez, Odemir Martinez Bruno
      Pages 6-13

    2. Characterizing 3D Shapes Using Fractal Dimension

      • André Ricardo Backes, Danilo Medeiros Eler, Rosane Minghim, Odemir Martinez Bruno
      Pages 14-21

    3. Multiresolution Histogram Analysis for Color Reduction

      • Giuliana Ramella, Gabriella Sanniti di Baja
      Pages 22-29

  4. Graphs and Hypergraphs

    1. Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis

      • Jaume Gibert, Ernest Valveny, Horst Bunke
      Pages 30-37

    2. A Hypergraph Reduction Algorithm for Joint Segmentation and Classification of Satellite Image Content

      • Alain Bretto, Aurélien Ducournau, Soufiane Rital
      Pages 38-45

    3. A Static Video Summarization Method Based on Hierarchical Clustering

      • Silvio Jamil F. Guimarães, Willer Gomes
      Pages 46-54

  5. Biomedical Imaging

    1. Histopathological Image Classification Using Stain Component Features on a pLSA Model

      • Gloria Díaz, Eduardo Romero
      Pages 55-62

    2. Modified Expectation Maximization Algorithm for MRI Segmentation

      • Ramiro Donoso, Alejandro Veloz, Héctor Allende
      Pages 63-70

    3. Generation of Synthetic Multifractal Realistic Surfaces Based on Natural Model and Lognormal Cascade: Application to MRI Classification

      • Mohamed Khider, Abdelmalik Taleb-Ahmed, Boualem Haddad
      Pages 71-78

  6. Retrieval, Mining and Learning

    1. Content-Based Emblem Retrieval Using Zernike Moments

      • Ezequiel Cura, Mariano Tepper, Marta Mejail
      Pages 79-86

    2. A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls

      • Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori
      Pages 87-95

    3. A Hybrid Face Recognition Approach Using GPUMLib

      • Noel Lopes, Bernardete Ribeiro
      Pages 96-103

  7. Learning, Recognition and Clustering

    1. Self-training for Handwritten Text Line Recognition

      • Volkmar Frinken, Horst Bunke
      Pages 104-112

    2. Improving the Dynamic Hierarchical Compact Clustering Algorithm by Using Feature Selection

      • Reynaldo Gil-García, Aurora Pons-Porrata
      Pages 113-120
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Other volumes

  1. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Editors and Affiliations

  • Département Traitement du Signal et des Images, CNRS LTCI, Télécom ParisTech, Paris Cedex 13, France

    Isabelle Bloch

  • Institute of Mathematics and Statistics - IME, Department of Computer Science, University of São Paulo - USP, São Paulo, Brazil

    Roberto M. Cesar

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