Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information

碩士 === 國立臺灣海洋大學 === 資訊工程學系 === 102 === In this paper, we use two smoothing techniques to segment images with noises. Using fuzzy adaptive clustering [1], the segmented image has high misclassification when the input image has significant noises. The proposed methods can remove the noises of input im...

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Main Authors:	Lai, Wen-Jui, 賴文瑞
Other Authors:	Lai, Zone-Chang
Format:	Others
Language:	en_US
Published:	2014
Online Access:	http://ndltd.ncl.edu.tw/handle/46762262880115884375

id	ndltd-TW-102NTOU5394020
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spelling	ndltd-TW-102NTOU53940202016-02-21T04:33:02Z http://ndltd.ncl.edu.tw/handle/46762262880115884375 Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information 使用直方圖自適應模糊化和空間資訊的影像分割 Lai, Wen-Jui 賴文瑞碩士國立臺灣海洋大學資訊工程學系 102 In this paper, we use two smoothing techniques to segment images with noises. Using fuzzy adaptive clustering [1], the segmented image has high misclassification when the input image has significant noises. The proposed methods can remove the noises of input image and reduce the misclassification of segmented image. From the experimental results, compared with HAF, we can find that the proposed methods can reduce the percentage of error of segmented image when the PSNR of input image is less than 25dB. Lai, Zone-Chang 賴榮滄 2014 學位論文 ; thesis 21 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 國立臺灣海洋大學 === 資訊工程學系 === 102 === In this paper, we use two smoothing techniques to segment images with noises. Using fuzzy adaptive clustering [1], the segmented image has high misclassification when the input image has significant noises. The proposed methods can remove the noises of input image and reduce the misclassification of segmented image. From the experimental results, compared with HAF, we can find that the proposed methods can reduce the percentage of error of segmented image when the PSNR of input image is less than 25dB.
author2	Lai, Zone-Chang
author_facet	Lai, Zone-Chang Lai, Wen-Jui 賴文瑞
author	Lai, Wen-Jui 賴文瑞
spellingShingle	Lai, Wen-Jui 賴文瑞 Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information
author_sort	Lai, Wen-Jui
title	Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information
title_short	Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information
title_full	Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information
title_fullStr	Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information
title_full_unstemmed	Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information
title_sort	image segmentation using histogram adaptive fuzzification and spatial information
publishDate	2014
url	http://ndltd.ncl.edu.tw/handle/46762262880115884375
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Image Segmentation Using Histogram Adaptive Fuzzification and Spatial Information

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