Image Processing Using Pulse-coupled Neural Networks (Perspectives in Neural Computing) - Softcover

Linblad, Thomas; Kinser, Jason M.; Lindblad, Thomas

Softcover

ISBN 10: 3540762647 ISBN 13: 9783540762645

Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1998

Inhaltsangabe

This volume reviews the theoretical foundations of pulse-coupled neural networks, and then discusses image processing applications including segmentation and foveation. It also looks at the PCNN ability to process logical arguments and at how to implement it into specialized hardware.

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Reseña del editor

Pulse-coupled neural networks represent a new and exciting advance in image processing research. When exposed to grey scale or colour images they produce a series of binary pulse images which allow the content of the image to be assessed much more accurately than from the origina l. In this volume Thomas Lindblad and Jason Kinser provide a much need ed introduction to the topic of PCNNs. They review the theoretical fou ndations, and then look at a number of image processing applications i ncluding segmentation, edge extraction, texture extraction, object ide ntification, object isolation, motion processing, foveation, noise sup pression and image fusion. They also look at the PCNNs ability to proc ess logical arguments and at how to implement it in specialised hardwa re.

Details zur Ausgabe

• Verlag: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
• Erscheinungsdatum: 1998
• Sprache: Englisch
• ISBN 10: 3540762647
• ISBN 13: 9783540762645
• Einband: Tapa blanda
• Anzahl der Seiten: 176
• Kontakt zum Hersteller: Nicht verfügbar