DocumentCode
584673
Title
Improving Barcode Detection with Combination of Simple Detectors
Author
Bodnar, Peter ; Nyul, Laszlo G.
Author_Institution
Dept. of Image Process. & Comput. Graphics, Univ. of Szeged, Szeged, Hungary
fYear
2012
fDate
25-29 Nov. 2012
Firstpage
300
Lastpage
306
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.
Keywords
bar codes; feature extraction; image processing; aggregation methods; barcode detection; detection accuracy; detection speed; ensemble efficiency; features localization performance; imaging conditions; morphological operations; real-life applications; simple detectors combination; Accuracy; Detectors; Feature extraction; Image edge detection; Noise; Probabilistic logic; Tiles; Hough transformation; barcode detection; clustering; computer vision; distance transformation; feature extraction; morphological filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Image Technology and Internet Based Systems (SITIS), 2012 Eighth International Conference on
Conference_Location
Naples
Print_ISBN
978-1-4673-5152-2
Type
conf
DOI
10.1109/SITIS.2012.52
Filename
6395110
Link To Document