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Image Processing Using Pulse-Coupled Neural Networks

Language EnglishEnglish
Book Paperback
Book Image Processing Using Pulse-Coupled Neural Networks Thomas Lindblad
Libristo code: 01651607
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, October 2010
This is the first book to explain and demonstrate the tremendous ability of Pulse-Coupled Neural Net... Full description
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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.

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About the book

Full name Image Processing Using Pulse-Coupled Neural Networks
Author Thomas Lindblad, Jason M. Kinser
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 164
EAN 9783642063435
ISBN 3642063438
Libristo code 01651607
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 278
Dimensions 155 x 235 x 10

Categories

Mathematics & Science > Physics > Applied physics > Medical physics
Mathematics & Science > Physics > Applied physics > Biophysics
Mathematics & Science > Chemistry > Physical chemistry > Surface chemistry & adsorption
Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Laser technology & holography
Technology, Engineering, Agriculture > Other technologies & applied sciences > Applied optics > Imaging systems & technology
Mathematics & Science > Mathematics > Probability & statistics
Technology, Engineering, Agriculture > Technology: general issues > Engineering: general
Technology, Engineering, Agriculture > Industrial chemistry & manufacturing technologies > Industrial chemistry & chemical engineering
Technology, Engineering, Agriculture > Mechanical engineering & materials > Materials science
Computing & Information Technology > Computer science > Signal processing
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