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Soft Computing for Image and Multimedia Data Processing

Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book...

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Détails bibliographiques
Auteurs principaux: Bhattacharyya, Siddhartha. (Auteur, http://id.loc.gov/vocabulary/relators/aut), Maulik, Ujjwal. (http://id.loc.gov/vocabulary/relators/aut)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:English
Publié: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Édition:1st ed. 2013.
Sujets:
Artificial intelligence.
Optical data processing.
Computational intelligence.
Data mining.
Artificial Intelligence.
Image Processing and Computer Vision.
Computational Intelligence.
Data Mining and Knowledge Discovery.
Accès en ligne:https://doi.org/10.1007/978-3-642-40255-5
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Table des matières:
  • Chap. 1 Introduction
  • Chap. 2 Transformation-Invariant Image Recognition Using Multilayer Perceptron
  • Chap. 3 Energy Efficient Intelligent Lighting Control Using a Multilayer Perceptron
  • Chap. 4 Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field
  • Chap. 5 Binary Object Extraction by Bidirectional Self-organizing Neural Network Architecture
  • Chap. 6 Multilevel Object Extraction by BDSONN Architecture
  • Chap. 7 Color Object Extraction by Parallel BDSONN Architecture
  • Chap. 8 Gray-Scale Image Edge Detection Using Rough Sets
  • References
  • Index.

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