Soft Computing for Image and Multimedia Data Processing

Soft Computing for Image and Multimedia Data Processing
By:Siddhartha Bhattacharyya,Ujjwal Maulik
Published on 2013-10-04 by Springer Science & Business Media

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.

This Book was ranked at 15 by Google Books for keyword Data Processing.

Book ID of Soft Computing for Image and Multimedia Data Processing's Books is vVInAQAAQBAJ, Book which was written bySiddhartha Bhattacharyya,Ujjwal Maulikhave ETAG "LfK+9H8B+os"

Book which was published by Springer Science & Business Media since 2013-10-04 have ISBNs, ISBN 13 Code is 9783642402555 and ISBN 10 Code is 3642402550

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