Applications of Pulse-Coupled Neural Networks

1. Auflage 2011
ISBN: 978-3-642-13744-0
Verlag: Springer

Buch, Englisch, 199 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 476 g

"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.

Zielgruppe

Research

Autoren/Hrsg.

Ma, Yide

Zhan, Kun

Wang, Zhaobin

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning

Inhaltsverzeichnis

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.