Loading, please wait...

product description page

Soft Computing for Image and Multimedia Data Processing (Reprint) (Paperback) (Siddhartha Bhattacharyya)

Soft Computing for Image and Multimedia Data Processing (Reprint) (Paperback) (Siddhartha Bhattacharyya) - image 1 of 1

About this item

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.

Edition: Reprint
Genre: Computers + Internet
Format: Paperback
Publisher: Springer Verlag
Author: Siddhartha Bhattacharyya
Language: English
Street Date: August 26, 2016
TCIN: 51569568
UPC: 9783662513590
Item Number (DPCI): 248-26-1319
If the item details above aren’t accurate or complete, we want to know about it. Report incorrect product info.

Guest reviews

Prices, promotions, styles and availability may vary by store & online. See our price match guarantee. See how a store is chosen for you.