Image Processing Using Pulse-Coupled Neural Networks

ISBN: 9783540242185

作者: Thomas Lindblad/Jason M·Kinser

出版社: Springer

出版年: 2005-9-13

页数: 164

定价: USD 129.00

装帧: Hardcover

内容简介

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.