基于增量迭代的超声成像去斑点滤波器性能比较

Ankur Bhardwaj, Sanmukh Kaur, A. P. Shukla, M. Shukla
{"title":"基于增量迭代的超声成像去斑点滤波器性能比较","authors":"Ankur Bhardwaj, Sanmukh Kaur, A. P. Shukla, M. Shukla","doi":"10.1109/ICPECA47973.2019.8975532","DOIUrl":null,"url":null,"abstract":"Speckle noise is a multiplicative noise that degrades image quality. It is inherently found in ultrasound imaging. Removing spots always trades between noise suppression and loss of information, and experts are very concerned about this. Therefore, we hope to retain as much important information as possible. Here in this paper we tried to find the effect of multiple iteration of any filter to remove the speckle noise from the image. The results are very informative which showed that some filters behave abruptly and gives higher values for lower iteration than showed some stability and again its values increased. The paper tried to show the impact of different filters by increment of iterations during removal of speckle noise from the ultrasound imaging.","PeriodicalId":6761,"journal":{"name":"2019 International Conference on Power Electronics, Control and Automation (ICPECA)","volume":"7 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Performance Comparison of De-speckling filters on the Basis of Incremental Iteration in Ultrasound Imaging\",\"authors\":\"Ankur Bhardwaj, Sanmukh Kaur, A. P. Shukla, M. Shukla\",\"doi\":\"10.1109/ICPECA47973.2019.8975532\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Speckle noise is a multiplicative noise that degrades image quality. It is inherently found in ultrasound imaging. Removing spots always trades between noise suppression and loss of information, and experts are very concerned about this. Therefore, we hope to retain as much important information as possible. Here in this paper we tried to find the effect of multiple iteration of any filter to remove the speckle noise from the image. The results are very informative which showed that some filters behave abruptly and gives higher values for lower iteration than showed some stability and again its values increased. The paper tried to show the impact of different filters by increment of iterations during removal of speckle noise from the ultrasound imaging.\",\"PeriodicalId\":6761,\"journal\":{\"name\":\"2019 International Conference on Power Electronics, Control and Automation (ICPECA)\",\"volume\":\"7 1\",\"pages\":\"1-5\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Power Electronics, Control and Automation (ICPECA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICPECA47973.2019.8975532\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Power Electronics, Control and Automation (ICPECA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICPECA47973.2019.8975532","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

散斑噪声是一种会降低图像质量的乘法噪声。它是在超声成像中发现的。去除斑点总是在噪声抑制和信息丢失之间权衡,专家们对此非常关注。因此,我们希望尽可能多地保留重要信息。在本文中,我们试图找到多次迭代任何滤波器去除图像中的斑点噪声的效果。结果非常有用,表明一些过滤器的行为是突然的,并且在较低的迭代中给出较高的值,而不是显示出一定的稳定性,并且其值再次增加。本文试图通过增加迭代来展示不同滤波器对去除超声图像散斑噪声的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Comparison of De-speckling filters on the Basis of Incremental Iteration in Ultrasound Imaging
Speckle noise is a multiplicative noise that degrades image quality. It is inherently found in ultrasound imaging. Removing spots always trades between noise suppression and loss of information, and experts are very concerned about this. Therefore, we hope to retain as much important information as possible. Here in this paper we tried to find the effect of multiple iteration of any filter to remove the speckle noise from the image. The results are very informative which showed that some filters behave abruptly and gives higher values for lower iteration than showed some stability and again its values increased. The paper tried to show the impact of different filters by increment of iterations during removal of speckle noise from the ultrasound imaging.
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