Thomas Lindblad
Image Processing Using Pulse-Coupled Neural Networks Thomas Lindblad Softcover reprint of hardcover 2nd ed. 2005 edition

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Image Processing Using Pulse-Coupled Neural Networks

Thomas Lindblad

Softcover reprint of hardcover 2nd ed. 2005 edition

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.

164 pages, black & white illustrations

Medien	Bücher Taschenbuch (Buch mit Softcover und geklebtem Rücken)
Erscheinungsdatum	14. Oktober 2010
ISBN13	9783642063435
Verlag	Springer-Verlag Berlin and Heidelberg Gm
Seitenanzahl	164
Maße	155 × 235 × 9 mm · 258 g
Sprache	Englisch