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Applications of Pulse-Coupled Neural Networks

Yide Ma, Kun Zhan, Zhaobin Wang (Autoren)

Buch | Hardcover

XI, 199 Seiten

2011 | 2011
Springer Berlin (Verlag)
978-3-642-13744-0 (ISBN)

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"Applications of Pulse-Coupled Neural Networks" explores the fields of image processing, including image filtering, image segmentation, image fusion, image coding, image retrieval, and biometric recognition, and the role of pulse-coupled neural networks in these fields.This book is intended for researchers and graduate students in artificial intelligence, pattern recognition, electronic engineering, and computer science.Prof. Yide Ma conducts research on intelligent information processing, biomedical image processing, and embedded system development at the School of Information Science and Engineering, Lanzhou University, China.

I. Pulse Coupled Neural Networks.- II. Image filter.- III. Adaptive PCNN Model for Image segment.- IV. Image coding.- V. Image enhancement.- VI. Image fusion.- VII. Feature extraction using entropy.- VIII. Combinatorial Optimization.

From the reviews:

"Pulse-coupled neural networks (PCNNs) are based on the nervous system in the eyes of humans and mammals. The book describes various models of PCNNs, and related image processing algorithms. ... This book could serve as a textbook on PCNNs. ... Each algorithm features not only the flow of the algorithm, but also a detailed empirical analysis. The book has a very large number of references for researchers." (Maulik A. Dave, ACM Computing Reviews, August, 2012)

Erscheint lt. Verlag	4.1.2011
Zusatzinfo	XI, 199 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Artificial Intelligence • Cognition • combinatorial optimization • cortical networks • filtering • Image Filtering • Image Processing • Image Segmentation • neural network • Optimization • pattern recognition • Pulse coupled neural networks • Synchronous activity
ISBN-10	3-642-13744-X / 364213744X
ISBN-13	978-3-642-13744-0 / 9783642137440
Zustand	Neuware