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New book: Computational Intelligence in Image Processing

Forum 'Annonces' - Sujet créé le 2012-08-31

Computational Intelligence in Image Processing

Amitava Chatterjee and Patrick Siarry (Eds)
SPRINGER

ISBN 978-3-642-30620-4. August 2012.
301 pp. Hardcover.
Recommended Retail Price: 139.05 €.

http://www.springer.com/engineering/computational+intelligence+and+complexity/book/978-3-642-30620-4

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.

Written for:
Engineers, researchers and graduate students in computer science and fields related to image processing, operations research, information technology, applied mathematics and electronics.

Keywords:
Computational intelligence - digital images - digital watermarking - evolutionary algorithms - evolutionary computing - fuzzy transforms - genetic programming - image analysis - image compression - image inferencing - image processing - image retrieval - neurofuzzy techniques - optimization