E Book

Image Processing Using Pulse-Coupled Neural Networks

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and Theory -- Theory of Digital Simulation -- Automated Image Object Recognition -- Image Fusion -- Image Texture Processing -- Image Signatures -- Miscellaneous Applications -- Hardware Implementations.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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Informasi Detail

Judul Seri

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No. Panggil

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Penerbit

Berlin, Heidelberg : Springer., 2005

Deskripsi Fisik

XI, 164 p. 139 illus.online resource.

Bahasa

English

ISBN/ISSN

9783540282938

Klasifikasi

621.382

Tipe Isi

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Tipe Media

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Tipe Pembawa

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Edisi

2nd ed.

Subjek

Statistics .
Signal processing.
Image processing.
Speech processing systems.
Signal, Image and Speech Processing.
Engineering.
Engineering, general.
Statistical Theory and Methods.
Lasers.
Photonics.
Optics, Lasers, Photonics, Optical Devices.
Biophysics.
Biological physics.
Biological and Medical Physics, Biophysics.
Materials—Surfaces.
Thin films.
Surfaces and Interfaces, Thin Films.

Info Detail Spesifik

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Pernyataan Tanggungjawab

Thomas Lindblad, Jason M. Kinser.

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