Improving barcode detection with combination of simple detectors

Péter Bodnár, L. Nyúl

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

Abstract

Barcode detection is required in a wide range of real-life applications. Imaging conditions and techniques vary considerably and each application has its own requirements for detection speed and accuracy. In our earlier works we built barcode detectors using morphological operations and uniform partitioning with several approaches and showed their behaviour on a set of test images. In this work, we examine ensemble efficiency of those simple detectors using various aggregation methods. Using a combination of several simple features localization performance improves significantly.

Original languageEnglish
Title of host publication8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r
Pages300-306
Number of pages7
DOIs
Publication statusPublished - 2012
Event8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012 - Sorrento, Italy
Duration: Nov 25 2012Nov 29 2012

Other

Other8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012
CountryItaly
CitySorrento
Period11/25/1211/29/12

Fingerprint

Detectors
Agglomeration
Imaging techniques

Keywords

  • Barcode detection
  • Clustering
  • Computer vision
  • Distance transformation
  • Feature extraction
  • Hough transformation
  • Morphological filters

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Computer Networks and Communications
  • Signal Processing

Cite this

Bodnár, P., & Nyúl, L. (2012). Improving barcode detection with combination of simple detectors. In 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r (pp. 300-306). [6395110] https://doi.org/10.1109/SITIS.2012.52

Improving barcode detection with combination of simple detectors. / Bodnár, Péter; Nyúl, L.

8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r. 2012. p. 300-306 6395110.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bodnár, P & Nyúl, L 2012, Improving barcode detection with combination of simple detectors. in 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r., 6395110, pp. 300-306, 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012, Sorrento, Italy, 11/25/12. https://doi.org/10.1109/SITIS.2012.52
Bodnár P, Nyúl L. Improving barcode detection with combination of simple detectors. In 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r. 2012. p. 300-306. 6395110 https://doi.org/10.1109/SITIS.2012.52
Bodnár, Péter ; Nyúl, L. / Improving barcode detection with combination of simple detectors. 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r. 2012. pp. 300-306
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