广义向量中值滤波器

B. Smolka, M. Perczak
{"title":"广义向量中值滤波器","authors":"B. Smolka, M. Perczak","doi":"10.1109/ISPA.2007.4383700","DOIUrl":null,"url":null,"abstract":"In this contribution we analyze the properties of a novel class of noise attenuating and edge enhancing filters for color image processing. The new filtering design is a generalization of the well known Vector Median Filter. The new filter class is minimizing the cumulated dissimilarity measure of a cluster of pixels belonging to the sliding filtering window and outputs the pixel centrally located within the so called peer group of pixels. The described filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and strongly enhancing its edges.","PeriodicalId":112420,"journal":{"name":"2007 5th International Symposium on Image and Signal Processing and Analysis","volume":"51 5","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"Generalized Vector Median Filter\",\"authors\":\"B. Smolka, M. Perczak\",\"doi\":\"10.1109/ISPA.2007.4383700\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this contribution we analyze the properties of a novel class of noise attenuating and edge enhancing filters for color image processing. The new filtering design is a generalization of the well known Vector Median Filter. The new filter class is minimizing the cumulated dissimilarity measure of a cluster of pixels belonging to the sliding filtering window and outputs the pixel centrally located within the so called peer group of pixels. The described filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and strongly enhancing its edges.\",\"PeriodicalId\":112420,\"journal\":{\"name\":\"2007 5th International Symposium on Image and Signal Processing and Analysis\",\"volume\":\"51 5\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-11-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2007 5th International Symposium on Image and Signal Processing and Analysis\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPA.2007.4383700\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2007 5th International Symposium on Image and Signal Processing and Analysis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPA.2007.4383700","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

摘要

在这篇文章中,我们分析了一类用于彩色图像处理的新型噪声衰减和边缘增强滤波器的特性。新的滤波设计是对众所周知的向量中值滤波器的推广。新的过滤器类最小化了属于滑动过滤窗口的一簇像素的累积不相似性度量,并输出位于所谓的对等像素组内的中心像素。所描述的滤波器计算效率高,易于实现,在抑制脉冲噪声方面非常有效,同时保留图像细节并强烈增强其边缘。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generalized Vector Median Filter
In this contribution we analyze the properties of a novel class of noise attenuating and edge enhancing filters for color image processing. The new filtering design is a generalization of the well known Vector Median Filter. The new filter class is minimizing the cumulated dissimilarity measure of a cluster of pixels belonging to the sliding filtering window and outputs the pixel centrally located within the so called peer group of pixels. The described filter is computationally efficient, easy to implement and very effective in suppressing impulsive noise, while preserving image details and strongly enhancing its edges.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信