Generation of Random Fields for Image Segmentation System

Language: English

Published by LAP LAMBERT Academic Publishing Apr 2022, 2022

6204747983 / 9786204747989

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This item is printed on demand - Print on Demand Titel. Neuware -Filtering is perhaps the most fundamental operation of image processing and computer vision. In the broadest sense of the term 'filtering', the value of the filtered image at a given location is a function of the values of the input image in a small neighborhood of the same location. A fast implementation of bilateral filtering is presented, which is based on an optimal expansion of the filter kernel into a sum of factorized terms. The terms in this expansion are computed by minimizing the expansion error in the mean-square error sense. This leads to a simple and elegant solution in terms of eigenvectors of a square matrix. In this way, the bilateral filter is applied through computing a few Gaussian convolutions, for which very efficient algorithms are readily available. Proposed system the expansion functions are optimized for the histogram of the input image, leading to improved accuracy. In low contrast images are noise were not removed exactly,so by using markow random fields to denoising the image to get it's original image.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 84 pp. Englisch.

Seller Inventory # 9786204747989

Title
Generation of Random Fields for Image Segmentation System
Author
S. Sandhya Rani
Publisher
LAP LAMBERT Academic Publishing Apr 2022
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6204747983
ISBN 13
9786204747989
Item weight
143 grams
Dimensions
220x150x6 mm

buchversandmimpf2000

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