Computational Intelligence in Image Processing

Amitava Chatterjee, Patrick Siarry

ISBN 10: 3642306225 / ISBN 13: 9783642306228

Editore: Springer, 2013

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VG+ green SOFTCOVER. 2013. Mycopy powered by Springer publication. Pages all clean/unmarked and crisp. Covers bright and clean. Mildest of scuffs. Binding solid. 301 pp. Codice articolo A17084

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Titolo: Computational Intelligence in Image ...

Casa editrice: Springer

Data di pubblicazione: 2013

Legatura: Paperback

Condizione: Very Good +

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Riassunto:

Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer electronics, robotics, finance, manufacturing systems, electric power systems, and power electronics. Image processing is also an extremely potent area which has attracted the atten­tion of many researchers who are interested in the development of new computational intelligence-based techniques and their suitable applications, in both research prob­lems and in real-world problems.

Part I of the book discusses several image preprocessing algorithms; Part II broadly covers image compression algorithms; Part III demonstrates how computational intelligence-based techniques can be effectively utilized for image analysis purposes; and Part IV shows how pattern recognition, classification and clustering-based techniques can be developed for the purpose of image inferencing. The book offers a unified view of the modern computational intelligence tech­niques required to solve real-world problems and it is suitable as a reference for engineers, researchers and graduate students.