Image Processing Using Pulse-Coupled Neural Networks pdf epub mobi txt 电子书下载 2025

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出版者:Springer

作者:Thomas Lindblad

出品人:

页数:164

译者:

出版时间:2005-9-13

价格:USD 129.00

装帧:Hardcover

isbn号码:9783540242185

丛书系列:

图书标签:

Processing
PCNN
Image
Image Processing
Pulse-Coupled Neural Networks
Artificial Neural Networks
Computer Vision
Signal Processing
Pattern Recognition
Machine Learning
Biologically Inspired Networks
Image Analysis
Neural Computation

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具体描述

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.