Article(id=1242119411910382532, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242119397003826032, articleNumber=null, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1257091200000, receivedDateStr=2009-11-02, revisedDate=1259683200000, revisedDateStr=2009-12-02, acceptedDate=null, acceptedDateStr=null, onlineDate=1263312000000, onlineDateStr=2010-01-13, pubDate=1263312000000, pubDateStr=2010-01-13, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1263312000000, onlineIssueDateStr=2010-01-13, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774073945258, creator=sys-migrate, updateTime=1774073945258, updator=sys-migrate, issue=Issue{id=1242119397003826032, tenantId=1146029695717560320, journalId=1146031591421210625, year='2010', volume='28', issue='1001', pageStart='1', pageEnd='139', issueExtLink='null', onlineDate='null', pubDate='1263312000000', pubDateStr='2010-01-13', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774073941703, creator='sys-migrate', updateTime=1774073941703, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=69, endPage=73, ext={EN=ArticleExt(id=1242119414166913820, articleId=1242119411910382532, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=A New Anisotropic Diffusion Algorithm for Remote Sensing Image Denoising, columnId=1242116080374710456, journalTitle=Science & Technology Review, columnName=Articles, runingTitle=null, highlight=null, articleAbstract=Noise reduction is an important research topic for the remote sensing image processing, and the commonly used noise reduction methods usually cause a loss of the details. In order to effectively reduce the noise and keep the edge information intact at the same time, a new anisotropic diffusion algorithm based on the information measure and the edge membership is proposed. As the local feature of remote sensing image which has anisotropic diffusion in the heterogeneous area and isotropic diffusion in the homogeneous area, the core content of this algorithm is to divide the remote sensing image into two areas, the edge area and the non-edge area. While the conventional Perona-Malik diffusion equation is used into the non-edge area to filter the noise, and the nonlinear diffusion equation based on the information measure is used into the edge area to filter the noise and enhance the edge and details. The final results show that this algorithm's Peak Signal to Noise Ratio (PSNR), Maximum Absolute Error (MAE) and radiometric resolution are better than the traditional algorithms. Experimental results also prove that the algorithm can greatly enhance the equivalent number of looks of the remote sensing image and effectively inhibit the coherent noise of the remote sensing image. So this algorithm has practicality and potential application value., authors=null, authorsList=null, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=Cwb4QcP5vaqHY+Cpqj5usA==, pdfFileSize=708165, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1242119413349028807, articleId=1242119411910382532, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=一种遥感影像噪声抑制各向异性扩散算法, columnId=1146540929516700224, journalTitle=科技导报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=噪声抑制是遥感影像处理中一个重要研究课题,但常用的去噪算法会造成细节损失。为有效抑制噪声,同时保护边缘,本研究在Perona-Malik扩散模型基础上,提出了一种新的基于方向信息测度和边缘隶属度的各向异性扩散滤波算法。本算法的核心思想是根据遥感影像在其均匀区域各向同性扩散而在边缘细节区域各向异性扩散的这种局部特征,将影像分为边缘区和非边缘区两个区域,对非边缘区采用常规Perona-Malik扩散方程完成噪声的滤除,而对边缘区采用基于方向信息测度的非线性扩散方法进行处理,在平滑去噪的同时对边缘进行修整,不仅可以很好保持边缘细节信息,而且可以对其进行增强。实验结果表明,该算法的峰值信噪比、均方误差、辐射分辨率等参数均优于常规算法,提高了遥感影像的等效视数,有效消除了影像中的相干噪声。算法具有良好的应用前景和实用价值。, authors=段加波,张海荣,王栋, authorsList=段加波;张海荣;王栋, authorCompany=中国矿业大学测绘与空间信息工程研究所;江苏省资源环境信息工程重点实验室,江苏徐州 221008, correspAuthors=null, authorNote=null, correspAuthorsNote=段加波, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=QjnKfngz+a+TaccLcYVjdg==, pdfFileSize=708165, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null)}, authors=null, keywords=[Keyword(id=1242119412841513745, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=CN, orderNo=1, keyword=噪声抑制), Keyword(id=1242119412912816914, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=CN, orderNo=1, keyword=各向异性扩散), Keyword(id=1242119412988314387, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=CN, orderNo=1, keyword=方向信息测度), Keyword(id=1242119413072200468, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=CN, orderNo=1, keyword=边缘隶属度), Keyword(id=1242119413160280853, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=CN, orderNo=1, keyword=辐射分辨率), Keyword(id=1242119413739094807, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=EN, orderNo=1, keyword=Image noise inhibition), Keyword(id=1242119413814592280, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=EN, orderNo=1, keyword=Anisotropic diffusion), Keyword(id=1242119413885895449, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=EN, orderNo=1, keyword=Information measure), Keyword(id=1242119413953004314, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=EN, orderNo=1, keyword=Edge membership), Keyword(id=1242119414028501787, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242119411910382532, language=EN, orderNo=1, keyword=Radiometric resolution)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1784015846012, createdBy=null, updatedBy=13041195026, firstLetterCn=K, firstLetterEn=K, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1283818766098219763, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1784015846037, updatedTime=1784015846037, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1283818766144357108, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1784015846048, updatedTime=1784015846048, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=K, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/Y2010/V28/I1001/69, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/Y2010/V28/I1001/69, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/Y2010/V28/I1001/69, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/Y2010/V28/I1001/69, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1263312000000, fullTextJson=null, articleText=null, reference=null)
收藏切换
一种遥感影像噪声抑制各向异性扩散算法
收藏切换
PDF下载
科技导报 | 研究论文 2010,28(1001): 69-73
收起
收藏切换
科技导报 |研究论文 2010 , 28 (1001) : 69 -73
一种遥感影像噪声抑制各向异性扩散算法
全屏
段加波,张海荣,王栋
作者信息
    中国矿业大学测绘与空间信息工程研究所;江苏省资源环境信息工程重点实验室,江苏徐州 221008
通讯作者:
段加波
A New Anisotropic Diffusion Algorithm for Remote Sensing Image Denoising
  • Affiliations
    出版时间: 2010-01-13
    文章导航
    收藏切换
    噪声抑制是遥感影像处理中一个重要研究课题,但常用的去噪算法会造成细节损失。为有效抑制噪声,同时保护边缘,本研究在Perona-Malik扩散模型基础上,提出了一种新的基于方向信息测度和边缘隶属度的各向异性扩散滤波算法。本算法的核心思想是根据遥感影像在其均匀区域各向同性扩散而在边缘细节区域各向异性扩散的这种局部特征,将影像分为边缘区和非边缘区两个区域,对非边缘区采用常规Perona-Malik扩散方程完成噪声的滤除,而对边缘区采用基于方向信息测度的非线性扩散方法进行处理,在平滑去噪的同时对边缘进行修整,不仅可以很好保持边缘细节信息,而且可以对其进行增强。实验结果表明,该算法的峰值信噪比、均方误差、辐射分辨率等参数均优于常规算法,提高了遥感影像的等效视数,有效消除了影像中的相干噪声。算法具有良好的应用前景和实用价值。
    噪声抑制  /  各向异性扩散  /  方向信息测度  /  边缘隶属度  /  辐射分辨率
    Noise reduction is an important research topic for the remote sensing image processing, and the commonly used noise reduction methods usually cause a loss of the details. In order to effectively reduce the noise and keep the edge information intact at the same time, a new anisotropic diffusion algorithm based on the information measure and the edge membership is proposed. As the local feature of remote sensing image which has anisotropic diffusion in the heterogeneous area and isotropic diffusion in the homogeneous area, the core content of this algorithm is to divide the remote sensing image into two areas, the edge area and the non-edge area. While the conventional Perona-Malik diffusion equation is used into the non-edge area to filter the noise, and the nonlinear diffusion equation based on the information measure is used into the edge area to filter the noise and enhance the edge and details. The final results show that this algorithm's Peak Signal to Noise Ratio (PSNR), Maximum Absolute Error (MAE) and radiometric resolution are better than the traditional algorithms. Experimental results also prove that the algorithm can greatly enhance the equivalent number of looks of the remote sensing image and effectively inhibit the coherent noise of the remote sensing image. So this algorithm has practicality and potential application value.
    Image noise inhibition  /  Anisotropic diffusion  /  Information measure  /  Edge membership  /  Radiometric resolution
    段加波;张海荣;王栋. 一种遥感影像噪声抑制各向异性扩散算法. 科技导报, 2010 , 28 (1001) : 69 -73 .
    . A New Anisotropic Diffusion Algorithm for Remote Sensing Image Denoising[J]. Science & Technology Review, 2010 , 28 (1001) : 69 -73 .

    参考文献 引证文献
    排序方式:
    2010年第28卷第1001期
    PDF下载
    193
    33
    引用本文
    BibTeX
    文章信息
    • 接收时间:2009-11-02
    • 首发时间:2010-01-13
    • 出版时间:2010-01-13
    补充材料
    相关文章
    文章信息
    作者
    出版历史
    • 收稿日期:2009-11-02
    • 修回日期:2009-12-02
    基金
    作者信息

    通讯作者:

    段加波
    参考文献
    分享链接
    https://castjournals.cast.org.cn/joweb/kjdb/CN/1242119411910382532
    分享至
    全文二维码

    扫描看全文

    引用本文
    BibTeX
    本文的引用情况
    2种不同金属材料的力学参数

    Family
    属数
    Number of
    genus
    种数
    Number of
    species
    占总种数比例
    Percentage of
    total species (%)

    Genus
    种数
    Number of
    species
    占总种数比例
    Percentage of total
    species (%)
    鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
    小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
    多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
    红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
    小菇属 Mycena 11 5.26
    光柄菇属 Pluteus 5 2.39
    红菇属 Russula 17 8.13
    栓菌属 Trametes 5 2.39
    关闭全屏