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

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

Springer-Verlag Berlin and Heidelberg GmbH & Co. K（1998/06発売）

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製本 Paperback:紙装版/ペーパーバック版／ページ数 176 p.
言語 ENG
商品コード 9783540762645
DDC分類 006.32

Full Description

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.

Introduction.- PCNN Theory.- PCNN Image Processing.- The PCNN Kernel.- Target Recognition.- Dealing with Noise.- Feedback.- Object Isolation.- Foveation.- Image Fusion.- Hardware Realisation.- Miscellaneous Applications and Summary.- Index.