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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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Detalhes bibliográficos
Principais autores: Bhattacharyya, Siddhartha. (Autor, http://id.loc.gov/vocabulary/relators/aut), Maulik, Ujjwal. (http://id.loc.gov/vocabulary/relators/aut)
Autor Corporativo: SpringerLink (Online service)
Formato: Recurso Eletrônico livro eletrônico
Idioma:English
Publicado em: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edição:1st ed. 2013.
Assuntos:
Artificial intelligence.
Optical data processing.
Computational intelligence.
Data mining.
Artificial Intelligence.
Image Processing and Computer Vision.
Computational Intelligence.
Data Mining and Knowledge Discovery.
Acesso em linha:https://doi.org/10.1007/978-3-642-40255-5
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Sumário:
  • 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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