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Soft computing for image and multimedia data processing

Autor Siddhartha Bhattacharyya; Ujjwal Maulik
Vydavatel: Heidelberg : Springer, 2013.
Vydání/formát:   e-kniha : Document : EnglishZobrazit všechny vydání a formáty
Databáze:WorldCat
Shrnutí:
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 is dedicated to object extraction, image segmentation, and edge detection using soft computing techniques with  Přečíst více...
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Detaily

Žánr/forma: Electronic books
Ebook
Doplňující formát: Printed edition:
Typ materiálu: Document, Internetový zdroj
Typ dokumentu Internetový zdroj, Počítačový soubor
Všichni autoři/tvůrci: Siddhartha Bhattacharyya; Ujjwal Maulik
ISBN: 9783642402555 3642402550
OCLC číslo: 861787533
Popis: 1 online resource (xv, 267 pages) : illustrations (some color)
Obsahy: Transformation Invariant Image Recognition Using Multilayer Perceptron --
Energy-Efficient Intelligent Lighting Control Using a Multilayer Perceptron --
Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field --
Binary Object Extraction by Bidirectional Self-Organizing Neural Network Architecture --
Multilevel Object Extraction by BDSONN Architecture --
Color Object Extraction by Parallel BDSONN Architecture --
Gray Scale Image Edge Detection Using Rough Sets.
Odpovědnost: Siddhartha Bhattacharyya, Ujjwal Maulik.

Anotace:

This full-spectrum graduate textbook starts with a tutorial on brain learning and the key soft computing techniques. It focuses on object extraction, image segmentation and edge detection, with  Přečíst více...

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