Skip to main content

2016 | OriginalPaper | Buchkapitel

Real-Time Barcode Objects Localization by Combining Frequency and Corner Features

verfasst von : Myeongsuk Pak, Sanghoon Kim

Erschienen in: Advanced Multimedia and Ubiquitous Engineering

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

A 2D barcode region localization system for the automatic inspection of logistics objects has been developed. For the successful 2D barcode localization, frequency of the pixel distribution within average 2D barcodes is modeled and the average model of 2D barcode is combined with the corner features to localize the objects having high possibility of 2D barcode candidates. An automatic 2D barcode localization software was developed with frequency and corner features and we tested our system on real camera images of several popular 2D barcodes. It improves on runtime of our previous method.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Lin DT, Lin CL (2013) Automatic location for multi-symbology and multiple 1D and 2D barcodes. J Mar Sci Technol 21(6):663–668 Lin DT, Lin CL (2013) Automatic location for multi-symbology and multiple 1D and 2D barcodes. J Mar Sci Technol 21(6):663–668
2.
Zurück zum Zitat Ouaviani E, Pava A, Bottazzi M, Burnelli E, Caselli F, Guerrero M (1999) A common image processing framework for 2D barcode reading. In: 7th international conference on image processing and its applications, vol 2, pp 652–655 Ouaviani E, Pava A, Bottazzi M, Burnelli E, Caselli F, Guerrero M (1999) A common image processing framework for 2D barcode reading. In: 7th international conference on image processing and its applications, vol 2, pp 652–655
3.
Zurück zum Zitat Parikh D, Jancke G (2008) Localization and segmentation of a 2D high capacity color barcode. In: Proceeding of IEEE workshop on applications of computer vision, pp 1–6 Parikh D, Jancke G (2008) Localization and segmentation of a 2D high capacity color barcode. In: Proceeding of IEEE workshop on applications of computer vision, pp 1–6
4.
Zurück zum Zitat Kato H, Tan KT, Chai D (2008) Development of a novel finder pattern for effective color 2D-barcode detection. In: International symposium on parallel and distributed processing with applications, pp 1006–1013 Kato H, Tan KT, Chai D (2008) Development of a novel finder pattern for effective color 2D-barcode detection. In: International symposium on parallel and distributed processing with applications, pp 1006–1013
5.
Zurück zum Zitat Hu H, Xu W, Huang Q (2009) A 2D barcode extraction method based on texture direction analysis. In: Fifth international conference on image and graphics, pp 759–762 Hu H, Xu W, Huang Q (2009) A 2D barcode extraction method based on texture direction analysis. In: Fifth international conference on image and graphics, pp 759–762
6.
Zurück zum Zitat Xu W, McCloskey S (2011) 2D barcode localization and motion deblurring using flutter shutter camera. In: IEEE workshop on applications of computer vision, pp 159–165 Xu W, McCloskey S (2011) 2D barcode localization and motion deblurring using flutter shutter camera. In: IEEE workshop on applications of computer vision, pp 159–165
7.
Zurück zum Zitat Liu Z, Guo X, Cui C (2012) Detection algorithm of 2D barcode under complex background. Int Proc Comput Sci Inf Technol 53(1):116–122 Liu Z, Guo X, Cui C (2012) Detection algorithm of 2D barcode under complex background. Int Proc Comput Sci Inf Technol 53(1):116–122
8.
Zurück zum Zitat Pak M, Kim S (2015) 2D barcode localization using multiple features mixture model. In: Advances in computer science and ubiquitous computing, LNEE. Springer, Berlin, vol 373, pp 677–682 Pak M, Kim S (2015) 2D barcode localization using multiple features mixture model. In: Advances in computer science and ubiquitous computing, LNEE. Springer, Berlin, vol 373, pp 677–682
9.
Zurück zum Zitat Harris C, Stephens M (1988) A combined corner and edge detector. In: Proceedings of the 4th Alvey vision conference, pp 147–151 Harris C, Stephens M (1988) A combined corner and edge detector. In: Proceedings of the 4th Alvey vision conference, pp 147–151
Metadaten
Titel
Real-Time Barcode Objects Localization by Combining Frequency and Corner Features
verfasst von
Myeongsuk Pak
Sanghoon Kim
Copyright-Jahr
2016
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-1536-6_45

Neuer Inhalt