Electronic Resource

Soft computing for image and multimedia data processing

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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 extensive real-life application to image and multimedia data.



The authors start with a comprehensive tutorial on the basics of brain structure and learning, and then the key soft computing techniques, including evolutionary computation, neural networks, fuzzy sets and fuzzy logic, and rough sets. They then present seven chapters that detail the application of representative techniques to complex image processing tasks such as image recognition, lighting control, target tracking, object extraction, and edge detection. These chapters follow a structured approach with detailed explanations of the problems, solutions, results, and conclusions.



This is both a standalone textbook for graduates in computer science, electrical engineering, system science, and information technology, and a reference for researchers and engineers engaged with pattern recognition, image processing, and soft computing.

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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

E1283

Penerbit

Heidelberg : Springer Verlag., 2013

Deskripsi Fisik

xv, 267 hlm. : il. warna

Bahasa

English

ISBN/ISSN

9783642402555

Klasifikasi

NONE

Tipe Isi

text

Tipe Media

computer

Tipe Pembawa

online resource

Edisi

-

Subjek

Kecerdasan Buatan
Kecerdasan Komputasi

Info Detail Spesifik

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Pernyataan Tanggungjawab

Siddhartha Bhattacharyya , Ujjwal Maulik

Versi lain/terkait

Lampiran Berkas

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