Applications of Pulse-Coupled Neural Networks

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Springer Science & Business Media, Sep 2, 2011 - Computers - 199 pages
"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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Contents

Chapter 1 PulseCoupled Neural Networks
1
Chapter 2 Image Filtering
11
Chapter 3 Image Segmentation
27
Chapter 4 Image Coding
43
Chapter 5 Image Enhancement
60
Chapter 6 Image Fusion
83
Chapter 7 Feature Extraction
111
Chapter 8 Combinatorial Optimization
146
Chapter 9 FPGA Implementation of PCNN Algorithm
167
Index
197
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