基于Windows相关性的快速中值滤波算法的实现

Xudong Yang, Yapeng Yan
{"title":"基于Windows相关性的快速中值滤波算法的实现","authors":"Xudong Yang, Yapeng Yan","doi":"10.1109/IMCCC.2014.34","DOIUrl":null,"url":null,"abstract":"Through thinking deeply on the algorithm of standard median filter, the algorithm is improved in order to make it faster. A fast filtering algorithm is proposed with the help of the relevance between filtering windows. The improved algorithm takes the indexes of the array storing the data of an image as media cleverly and takes the method combining the one-time total ordering with insertion sorting to reduce the time of comparison and movement greatly. The result of actual test indicates that using the improved median filter algorithm, the processing speed is promoted much on the premise of holding the effect of removing noise.","PeriodicalId":152074,"journal":{"name":"2014 Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Realization of Fast Median Filter Algorithm Based on the Relevance between Windows\",\"authors\":\"Xudong Yang, Yapeng Yan\",\"doi\":\"10.1109/IMCCC.2014.34\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Through thinking deeply on the algorithm of standard median filter, the algorithm is improved in order to make it faster. A fast filtering algorithm is proposed with the help of the relevance between filtering windows. The improved algorithm takes the indexes of the array storing the data of an image as media cleverly and takes the method combining the one-time total ordering with insertion sorting to reduce the time of comparison and movement greatly. The result of actual test indicates that using the improved median filter algorithm, the processing speed is promoted much on the premise of holding the effect of removing noise.\",\"PeriodicalId\":152074,\"journal\":{\"name\":\"2014 Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-09-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IMCCC.2014.34\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IMCCC.2014.34","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

通过对标准中值滤波算法的深入思考,对算法进行改进,使其更快。利用滤波窗口间的相关性,提出了一种快速滤波算法。改进算法巧妙地以存储图像数据的数组的索引为介质,采用一次性全排序与插入排序相结合的方法,大大减少了比较和移动的时间。实际测试结果表明,采用改进的中值滤波算法,在保持去噪效果的前提下,大大提高了处理速度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Realization of Fast Median Filter Algorithm Based on the Relevance between Windows
Through thinking deeply on the algorithm of standard median filter, the algorithm is improved in order to make it faster. A fast filtering algorithm is proposed with the help of the relevance between filtering windows. The improved algorithm takes the indexes of the array storing the data of an image as media cleverly and takes the method combining the one-time total ordering with insertion sorting to reduce the time of comparison and movement greatly. The result of actual test indicates that using the improved median filter algorithm, the processing speed is promoted much on the premise of holding the effect of removing noise.
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:481959085
Book学术官方微信