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Author Bhattacharyya, Siddhartha, 1975- author.

Title Soft computing for image and multimedia data processing / Siddhartha Bhattacharyya, Ujjwal Maulik.

Publication Info. Heidelberg : Springer, 2013.

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Location Call No. OPAC Message Status
 Axe Books 24x7 IT E-Book  Electronic Book    ---  Available
Description 1 online resource (xv, 267 pages) : illustrations (some color)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Contents 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.
Bibliography Includes bibliographical references and index.
Summary 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.
Note Online resource; title from PDF title page (SpringerLink, viewed October 7, 2013).
Subject Soft computing.
Image processing -- Digital techniques.
Image analysis.
Multimedia systems.
Image analysis. (OCoLC)fst00967482
Image processing -- Digital techniques. (OCoLC)fst00967508
Multimedia systems. (OCoLC)fst01028920
Soft computing. (OCoLC)fst01124115
Software.
Image Processing, Computer-Assisted.
Multimedia.
Mechanical Engineering.
Engineering & Applied Sciences.
Computer Science.
Mechanical Engineering - General.
Computer Science.
Artificial Intelligence (incl. Robotics).
Image Processing and Computer Vision.
Computational Intelligence.
Data Mining and Knowledge Discovery.
Genre/Form Electronic books.
Ebook.
Added Author Maulik, Ujjwal, author.
Other Form: Printed edition: 9783642402548
ISBN 9783642402555 (electronic bk.)
3642402550 (electronic bk.)
9783642402548
Standard No. 10.1007/978-3-642-40255-5 doi
AU@ 000057649680
DKDLA 820120-katalog:000661549
NLGGC 374355193
NZ1 15317307
NZ1 15738127

 
    
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