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

By: Contributor(s): Material type: TextTextPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010Description: XI, 199 p. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783642137457
Subject(s): Additional physical formats: Printed edition:: No titleDDC classification:
  • 006.3 23
LOC classification:
  • Q334-342
  • TJ210.2-211.495
Online resources:
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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