Applications of Pulse-Coupled Neural Networks (eBook)

Yide Ma, Kun Zhan, Zhaobin Wang (Autoren)

eBook Download: PDF

2011 | 2011
XI, 199 Seiten
Springer Berlin (Verlag)
978-3-642-13745-7 (ISBN)

Infos

'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.

Inhalt

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.

Produkt-Details

• Erscheint lt. Verlag: 2.9.2011
• Zusatzinfo: XI, 199 p.
• Verlagsort: Berlin
• Sprache: englisch
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: Artificial Intelligence • Cognition • combinatorial optimization • cortical networks • filtering • Image Filtering • Image Processing • Image Segmentation • neural network • Optimization • pattern recognition • Pulse coupled neural networks • Synchronous activity
• ISBN-10: 3-642-13745-8 / 3642137458
• ISBN-13: 978-3-642-13745-7 / 9783642137457