Zobrazit v EDS

基于三维透视变换的圆柱面QR码识别方法 ; Recognition of QR codes on cylindrical surface based on 3D perspective transformation

Uloženo v:
Podrobná bibliografie
Název: 基于三维透视变换的圆柱面QR码识别方法 ; Recognition of QR codes on cylindrical surface based on 3D perspective transformation
Autoři: 史志锋
Rok vydání: 2014
Sbírka: Xiamen University Institutional Repository
Témata: QR码提取, 霍夫变换, 圆柱面, 三维透视变换, QR code extraction, Hough transform, cylindrical surface, 3D perspective transformation
Popis: 传统的Qr码识别算法只适用于打印在平面上的条码,提出了一种有效识别打印在饮料瓶等圆柱面上的Qr码。通过对图像轮廓进行角点检测确定回字定位图形,在此基础上筛选条码关键轮廓并对其进行霍夫变换提取圆柱面上的透视椭圆信息,同时结合透视椭圆的参数和三维透视变换,有效构建了圆柱面条码像素从二维图像平面直接映射到三维图像空间的变换矩阵,重构打印在平面或圆柱面上的Qr码目标。实验结果表明,该算法对平面或圆柱面Qr条码的识别有较高的准确率。 ; Traditional QR code recognition algorithm is usually applied to the barcode printed on flat surface only.A lowcost approach to recognize the curved QR codes printed on bottles or cans is proposed in this paper.The width proportion and corners of image contours are extracted to confirm the positioning patterns and an efficient Hough transformation ellipse fitting method is employed to extract the elliptic information.In combination with the parameters of perspective ellipse and 3D perspective transformation,the transformation matrix of barcode pixels on a cylindrical surface is constructed by direct mapping from the 2D image plane to 3D image space.The experiment result proves the algorithm has the high-accuracy recognition ability of barcodes no matter on the flat or the cylindrical surface. ; 福建省自然科学基金资助项目(2010H6026)
Druh dokumentu: article in journal/newspaper
Jazyk: Chinese
ISSN: 1004-373X
Relation: 现代电子技术,2014,(8):23-26; XDDJ201408005; http://dspace.xmu.edu.cn/handle/2288/123153
Dostupnost: http://dspace.xmu.edu.cn/handle/2288/123153
Přístupové číslo: edsbas.393CCFED
Databáze: BASE
FullText Text:
  Availability: 0
CustomLinks:
  – Url: http://dspace.xmu.edu.cn/handle/2288/123153#
    Name: EDS - BASE (s4221598)
    Category: fullText
    Text: View record from BASE
  – Url: https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=EBSCO&SrcAuth=EBSCO&DestApp=WOS&ServiceName=TransferToWoS&DestLinkType=GeneralSearchSummary&Func=Links&author=%E5%8F%B2%E5%BF%97%E9%94%8B
    Name: ISI
    Category: fullText
    Text: Nájsť tento článok vo Web of Science
    Icon: https://imagesrvr.epnet.com/ls/20docs.gif
    MouseOverText: Nájsť tento článok vo Web of Science
Header DbId: edsbas
DbLabel: BASE
An: edsbas.393CCFED
RelevancyScore: 778
AccessLevel: 3
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 778.219055175781
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: 基于三维透视变换的圆柱面QR码识别方法 ; Recognition of QR codes on cylindrical surface based on 3D perspective transformation
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22史志锋%22">史志锋</searchLink>
– Name: DatePubCY
  Label: Publication Year
  Group: Date
  Data: 2014
– Name: Subset
  Label: Collection
  Group: HoldingsInfo
  Data: Xiamen University Institutional Repository
– Name: Subject
  Label: Subject Terms
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22QR码提取%22">QR码提取</searchLink><br /><searchLink fieldCode="DE" term="%22霍夫变换%22">霍夫变换</searchLink><br /><searchLink fieldCode="DE" term="%22圆柱面%22">圆柱面</searchLink><br /><searchLink fieldCode="DE" term="%22三维透视变换%22">三维透视变换</searchLink><br /><searchLink fieldCode="DE" term="%22QR+code+extraction%22">QR code extraction</searchLink><br /><searchLink fieldCode="DE" term="%22Hough+transform%22">Hough transform</searchLink><br /><searchLink fieldCode="DE" term="%22cylindrical+surface%22">cylindrical surface</searchLink><br /><searchLink fieldCode="DE" term="%223D+perspective+transformation%22">3D perspective transformation</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: 传统的Qr码识别算法只适用于打印在平面上的条码,提出了一种有效识别打印在饮料瓶等圆柱面上的Qr码。通过对图像轮廓进行角点检测确定回字定位图形,在此基础上筛选条码关键轮廓并对其进行霍夫变换提取圆柱面上的透视椭圆信息,同时结合透视椭圆的参数和三维透视变换,有效构建了圆柱面条码像素从二维图像平面直接映射到三维图像空间的变换矩阵,重构打印在平面或圆柱面上的Qr码目标。实验结果表明,该算法对平面或圆柱面Qr条码的识别有较高的准确率。 ; Traditional QR code recognition algorithm is usually applied to the barcode printed on flat surface only.A lowcost approach to recognize the curved QR codes printed on bottles or cans is proposed in this paper.The width proportion and corners of image contours are extracted to confirm the positioning patterns and an efficient Hough transformation ellipse fitting method is employed to extract the elliptic information.In combination with the parameters of perspective ellipse and 3D perspective transformation,the transformation matrix of barcode pixels on a cylindrical surface is constructed by direct mapping from the 2D image plane to 3D image space.The experiment result proves the algorithm has the high-accuracy recognition ability of barcodes no matter on the flat or the cylindrical surface. ; 福建省自然科学基金资助项目(2010H6026)
– Name: TypeDocument
  Label: Document Type
  Group: TypDoc
  Data: article in journal/newspaper
– Name: Language
  Label: Language
  Group: Lang
  Data: Chinese
– Name: ISSN
  Label: ISSN
  Group: ISSN
  Data: 1004-373X
– Name: NoteTitleSource
  Label: Relation
  Group: SrcInfo
  Data: 现代电子技术,2014,(8):23-26; XDDJ201408005; http://dspace.xmu.edu.cn/handle/2288/123153
– Name: URL
  Label: Availability
  Group: URL
  Data: http://dspace.xmu.edu.cn/handle/2288/123153
– Name: AN
  Label: Accession Number
  Group: ID
  Data: edsbas.393CCFED
PLink https://erproxy.cvtisr.sk/sfx/access?url=https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.393CCFED
RecordInfo BibRecord:
  BibEntity:
    Languages:
      – Text: Chinese
    Subjects:
      – SubjectFull: QR码提取
        Type: general
      – SubjectFull: 霍夫变换
        Type: general
      – SubjectFull: 圆柱面
        Type: general
      – SubjectFull: 三维透视变换
        Type: general
      – SubjectFull: QR code extraction
        Type: general
      – SubjectFull: Hough transform
        Type: general
      – SubjectFull: cylindrical surface
        Type: general
      – SubjectFull: 3D perspective transformation
        Type: general
    Titles:
      – TitleFull: 基于三维透视变换的圆柱面QR码识别方法 ; Recognition of QR codes on cylindrical surface based on 3D perspective transformation
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: 史志锋
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2014
          Identifiers:
            – Type: issn-print
              Value: 1004373X
            – Type: issn-locals
              Value: edsbas
ResultId 1