Soft Computing for Image and Multimedia Data Processing is popular PDF and ePub book, written by Siddhartha Bhattacharyya in 2013-10-04, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Soft Computing for Image and Multimedia Data Processing can be Read Online from any device for your convenience.
Soft Computing for Image and Multimedia Data Processing Book PDF 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.
Detail Book of Soft Computing for Image and Multimedia Data Processing PDF
- Author : Siddhartha Bhattacharyya
- Release : 04 October 2013
- Publisher : Springer Science & Business Media
- ISBN : 9783642402555
- Genre : Computers
- Total Page : 278 pages
- Language : English
- PDF File Size : 15,8 Mb
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