Soft Computing for Image and Multimedia Data Processing

[LeeAndro]

English | PDF,EPUB | 2013 | 278 Pages | ISBN : 3642402542 | 18.2 MB​

Proper analysis of image and muldia data requires efficient extraction and sntation 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 sntation, and edge detection using soft computing techniques with extensive real-life application to image and muldia 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 eeering, system science, and information technology, and a reference for researchers and eeers engaged with pattern recognition, image processing, and soft computing.



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