Adaptive image processing is one of the most important techniques in visual information processing, especially in image restoration, filtering, enhancement, and segmentation. While other books present some aspects of this important issue, none treat it from a purely computational intelligence (CI) point of view. The first to do so and using the synergies of neural networks, fuzzy logic, and evolutionary computation, Adaptive Image Processing covers both the fundamentals of CI and human perception and the CI methods and algorithms for adaptive image processing in regularization, edge detection, enhancement, and early vision.
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Adaptive Image Processing: A Computational Intelligence Perspective
By Stuart William Perry, Ling Guan
Edition: illustrated
Published by CRC Press, 2002
ISBN 0849302838, 9780849302831
272 pages
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