Image Processing Using Pulse-Coupled Neural Networks

Author:   Thomas Lindblad ,  Jason M Kinser
Publisher:   Springer
ISBN:  

9783540806509


Pages:   180
Publication Date:   04 September 2008
Format:   Undefined
Availability:   Out of stock   Availability explained


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Image Processing Using Pulse-Coupled Neural Networks


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Overview

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.

Full Product Details

Author:   Thomas Lindblad ,  Jason M Kinser
Publisher:   Springer
Imprint:   Springer
Dimensions:   Width: 23.40cm , Height: 1.00cm , Length: 15.60cm
Weight:   0.259kg
ISBN:  

9783540806509


ISBN 10:   3540806504
Pages:   180
Publication Date:   04 September 2008
Audience:   General/trade ,  General
Format:   Undefined
Publisher's Status:   Unknown
Availability:   Out of stock   Availability explained

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