Conference paper

SZENTANDRÁSI István, HEROUT Adam and DUBSKÁ Markéta. Fast Detection and Recognition of QR codes in High-Resolution Images. In: Proceedings of 28th Spring conference on Computer Graphics. Bratislava: Comenius University in Bratislava, 2012, pp. 1-8. ISBN 978-1-4503-1977-5.
Publication language:english
Original title:Fast Detection and Recognition of QR codes in High-Resolution Images
Title (cs):Rychlá detekce a rozpoznání QR kódů ve fotkách s vysokým rozlišením
Pages:1-8
Proceedings:Proceedings of 28th Spring conference on Computer Graphics
Conference:Spring Conference on Computer Graphics 2012
Place:Bratislava, SK
Year:2012
ISBN:978-1-4503-1977-5
Publisher:Comenius University in Bratislava
Keywords
QR code detection, Histogram of Oriented Gradients
Annotation
This paper deals with detection and recognition of matrix codes, such as the QR~codes, in high-resolution images of real-world scenes.The goal is to provide a detector capable of operation in real time even on high-resolution images (several megapixels).We present an efficient algorithm for detection of possible occurrences of the codes.  This algorithm is characterized by a very low false negative rate and a reasonable false alarm rate.  The results of our algorithm are to be followed by an accurate detection/recognition algorithm. We propose to use a recent matrix code detection and recognition algorithm based on Hough transform, because it can reuse some information computed by our new pre-detection algorithm and thus a further reduce of computational demands can be achieved. Since there are no publicly available annotated datasets for evaluation of this kind of algorithm, we collected a number of images and annotated them; these images will be made publicly available to allow for a proper comparison.  Our algorithm was evaluated on this dataset and the results are reported in the paper.
BibTeX:
@INPROCEEDINGS{
   author = {Istv{\'{a}}n Szentandr{\'{a}}si and Adam Herout and
	Mark{\'{e}}ta Dubsk{\'{a}}},
   title = {Fast Detection and Recognition of QR codes in
	High-Resolution Images},
   pages = {1--8},
   booktitle = {Proceedings of 28th Spring conference on Computer Graphics},
   year = {2012},
   location = {Bratislava, SK},
   publisher = {Comenius University in Bratislava},
   ISBN = {978-1-4503-1977-5},
   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=10009}
}

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