Image Processing Using Pulse-Coupled Neural Networks

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 image...

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Príomhchruthaitheoirí: Lindblad, Thomas, Kinser, Jason M., 1962- (Údar)
Formáid: Livre numérique
Teanga:Anglais
Foilsithe / Cruthaithe: Berlin, Heidelberg : Springer Berlin Heidelberg 2005.
Cham : Springer Nature
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Nóta: Archives Springer e-books (Licence nationale)
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Edition sous un autre format:• Image Processing Using Pulse-Coupled Neural Networks, Texte imprimé, 9783540242185
• Image Processing Using Pulse-Coupled Neural Networks, Texte imprimé, 9783540806509
• Image Processing Using Pulse-Coupled Neural Networks, Texte imprimé, 9783642063435
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Achoimre: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.
Cur síos ar an mír:Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
ISBN:9783540282938
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