Image processing using pulse-coupled neural networks

Author(s)

Bibliographic Information

Image processing using pulse-coupled neural networks

Thomas Lindblad and Jason M. Kinser

(Perspectives in neural computing)

Springer, c1998

  • pbk. : alk. paper

Available at  / 12 libraries

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Note

Includes bibliographical references and index

Description and Table of Contents

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.

Table of Contents

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.

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