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Applications of Pulse-Coupled Neural Networks
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Artikel-Nr:
9783642137440
Veröffentl:
2011
Seiten:
199
Autor:
Yide Ma
Gewicht:
432 g
Format:
235x155x15 mm
Sprache:
Englisch
Beschreibung:
"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.
First book focusing on efficient adaptive pulse coupled neural networks
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.