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Soft computing approach to pattern recognition and image processing/ Ashish Ghosh and Sankar K.Pal eds.

Contributor(s): Material type: TextTextLanguage: English Series: Series in machine perception and artificial intelligence; v 53 | Series in Machine Perception and Artificial Intelligence ; 53Publication details: New Jersey: World Scientific, 2002Description: xx,349p. 23 cmISBN:
  • 9812382518
Subject(s): DDC classification:
  • 006.4 G427 23
Contents:
Part I: Pattern recognition -- Chapter 1. Multiple classifier systems -- Chapter 2. Building decision trees from the fourier spectrum of a tree ensemble -- Chapter 3. Clustering large data sets -- Chapter 4. Multi-objective variable string genetic classifier: application to remote sensing imagery -- Part II: Image processing and vision -- Chapter 5 Dissimilarity measures between fuzzy sets or fuzzy structures -- Chapter 6 Early vision concepts and algorithms -- Chapter 7 Self-organizing neural network for multi-level image segmentation -- Chapter 8 Geometric transformation by moment method with wavelet matrix -- Chapter 9 New computationally efficient algorithms for video coding -- Chapter 10 Soft-computing for computational media aesthetics: analyzing video content for meaning -- Part III: Granular computing and case based reasoning -- Chapter 11 Towards granular multi-agent systems -- Chapter 12 Granular computing and pattern recognition -- Chapter 13 Case base maintenance: a soft computing perspective -- Part IV: Real life applications -- Chapter 14 Autoassociative neural network models for pattern recognition tasks in speech and image -- Chapter 15 Protein structure prediction using soft computing -- Chjapter 16 Pattern classification for biological data mining
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Includes bibliographies and index

Part I: Pattern recognition --
Chapter 1. Multiple classifier systems -- Chapter 2. Building decision trees from the fourier spectrum of a tree ensemble -- Chapter 3. Clustering large data sets -- Chapter 4. Multi-objective variable string genetic classifier: application to remote sensing imagery --
Part II: Image processing and vision -- Chapter 5 Dissimilarity measures between fuzzy sets or fuzzy structures -- Chapter 6 Early vision concepts and algorithms -- Chapter 7 Self-organizing neural network for multi-level image segmentation -- Chapter 8 Geometric transformation by moment method with wavelet matrix -- Chapter 9 New computationally efficient algorithms for video coding -- Chapter 10 Soft-computing for computational media aesthetics: analyzing video content for meaning --
Part III: Granular computing and case based reasoning -- Chapter 11 Towards granular multi-agent systems -- Chapter 12 Granular computing and pattern recognition -- Chapter 13 Case base maintenance: a soft computing perspective -- Part IV: Real life applications -- Chapter 14 Autoassociative neural network models for pattern recognition tasks in speech and image -- Chapter 15 Protein structure prediction using soft computing -- Chjapter 16 Pattern classification for biological data mining

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