Image Processing Using Pulse-Coupled Neural Networks - Thomas Lindblad, Jason M. Kinser

Image Processing Using Pulse-Coupled Neural Networks

Buch | Hardcover
XI, 164 Seiten
2005 | 2., nd ed. 2005
Springer Berlin (Verlag)
978-3-540-24218-5 (ISBN)
112,34 inkl. MwSt
zur Neuauflage
  • Titel erscheint in neuer Auflage
  • Artikel merken
Zu diesem Artikel existiert eine Nachauflage
This is the first book to explain and demonstrate the tremendous ability of Pulse-Coupled Neural Networks (PCNNs) when applied to the field of image processing. PCNNs and their derivatives are biologically inspired models that are powerful tools for extracting texture, segments, and edges from images. As these attributes form the foundations of most image processing tasks, the use of PCNNs facilitates traditional tasks such as recognition, foveation, and image fusion. PCNN technology has also paved the way for new image processing techniques such as object isolation, spiral image fusion, image signatures, and content-based image searches. This volume contains examples of several image processing applications, as well as a review of hardware implementations.

Thomas Lindblad is a professor at the Royal Institute of Technology (Physics) in Stockholm. Working and teaching nuclear and environmental physics his main interest is with sensors, signal processing and intelligent data analysis of torrent data from experiments on-line accelerators, in space, etc. Jason Kinser is an associate professor at George Mason University. He has developed a plethora of image processing applications in the medical, military, and industrial fields. He has been responsible for the conversion of PCNN theory into practical applications providing many improvements in both speed and performance.

From the contents:
1. Introduction and Theory
2. Theory of Digital Simulation
3. Automated Image Object Recognition
4. Image Fusion
5. Image Texture Processing
6. Image Signatures
7. Miscellaneous Applications
8. Hardware Implementations

Sprache englisch
Maße 155 x 235 mm
Gewicht 370 g
Einbandart gebunden
Themenwelt Technik Elektrotechnik / Energietechnik
Schlagworte Image Processing • Neuronale Netze • Pulse-coupled neural networks • Pulse image processing
ISBN-10 3-540-24218-X / 354024218X
ISBN-13 978-3-540-24218-5 / 9783540242185
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Wegweiser für Elektrofachkräfte

von Gerhard Kiefer; Herbert Schmolke; Karsten Callondann

Buch | Hardcover (2024)
VDE VERLAG
48,00