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Applications of Pulse-Coupled Neural Networks [electronic resource] / by Yide Ma, Kun Zhan, Zhaobin Wang.

By: Ma, Yide [author.].
Contributor(s): Zhan, Kun [author.] | Wang, Zhaobin [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Description: XI, 199 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642137457.Subject(s): Computer science | Artificial intelligence | Optical pattern recognition | Computer engineering | Computer Science | Artificial Intelligence (incl. Robotics) | Pattern Recognition | Electrical Engineering | Computer Science, generalDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer eBooksSummary: "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.
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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.

"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.

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