Fast detection and recognition of QR codes in high-resolution images

Proceedings - SCCG 2012: 28th Spring Conference on Computer Graphics

Volumn , Issue , 2012, Pages 129-136

  Szentandrási, Istvan ^a   Herout, Adam ^a   Dubská, Marketa ^a  

^a BRNO UNIVERSITY OF TECHNOLOGY   (Czech Republic)

Author keywords

Histogram of Oriented Gradients; QR code detection

Indexed keywords

ANNOTATED DATASETS; COMPUTATIONAL DEMANDS; FALSE ALARM RATE; FALSE NEGATIVE RATE; HIGH RESOLUTION IMAGE; HISTOGRAM OF ORIENTED GRADIENTS; QR CODE DETECTIONS; RECOGNITION ALGORITHM;

ALGORITHMS; CHARACTER RECOGNITION; COMPUTER GRAPHICS; HOUGH TRANSFORMS;

DETECTORS;

EID: 84876249078     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2448531.2448548     Document Type: Conference Paper

References (23)

1. Alfthan, J. 2008. Robust Detection of Two-Dimensional Barcodes in Blurry Images. Master's thesis, KTH Computer Science and Communication, Stockholm, SE. Arnould, S., Awcock, G., and Thomas, R. 1999. Remote bar-code localisation using mathematical morphology. In Seventh International Conference on Image Processing and Its Applications, vol. 2, 642-646 vol.2.
2. Belussi, L., and Hirata, N. 2011. Fast QR code detection in arbitrarily acquired images. In Conference on Graphics, Patterns and Images, SIBGRAPI 2011, 281-288.
3. Dalal, N., and Triggs, B. 2005. Histograms of oriented gradients for human detection. In Proceedings of CVPR 2005, vol. 1, 886-893.
4. Denso Wave Inc., 2010. QR code information homepage. http://www.qrcode. com/index-e.html.
5. Dubská, M., Herout, A., and Havel, J. 2011. PClines-line detection using parallel coordinates. In Proceedings of CVPR 2011.
6. Duda, R. O., and Hart, P. E. 1972. Use of the Hough transformation to detect lines and curves in pictures. Commun. ACM 15, 1, 11-15.
7. Haindl, M., and Mikes, S. 2005. Colour texture segmentation using modelling approach. In ICAPR (2), 484-491.
8. Herout, A., Dubská, M., and Havel, J., 2012. Realtime precise detection of regular grids and matrix codes. Submitted to ECCV2012.
9. Hu, H., Xu, W., and Huang, Q. 2009. A 2D barcode extraction method based on texture direction analysis. In Fifth International Conference on Image and Graphics, ICIG '09., 759-762.
10. Jain, A., and Chen, Y. 1993. Bar code localization using texture analysis. In Second International Conference on Document Analysis and Recognition, 41-44.
11. Liu, Y., Yang, J., and Liu, M. 2008. Recognition of QR code with mobile phones. In Chinese Control and Decision Conference, CCDC 2008, 203-206.
12. Mikolajczyk, K., and Schmid, C. 2005. A performance evaluation of local descriptors. IEEE Tr. on Pattern Analysis and Machine Intelligence 27, 10, 1615-1630.
13. Muniz, R., Junco, L., and Otero, A. 1999. A robust software barcode reader using the hough transform. In International Conference on Information Intelligence and Systems, 313-319.
14. O. Parvu, A. B. 2009. A method for fast detection and decoding of specific 2d barcodes. In 17th Telecommunications forum TELFOR 2009, 1137-1140.
15. Ohbuchi, E., Hanaizumi, H., and Hock, L. 2004. Barcode readers using the camera device in mobile phones. In Int. Conference on Cyberworlds (CW'04), 260-265.
16. Ojala, T., and Pietikäinen, M. 1999. Unsupervised texture segmentation using feature distributions. Pattern Recognition 32, 3, 477-486.
17. Ouaviani, E., Pavan, A., Bottazzi, M., Brunelli, E., Caselli, F., and Guerrero, M. 1999. A common image processing framework for 2D barcode reading. In International Conference on Image Processing and Its Applications, vol. 2, 652-655.
18. Parikh, D., and Jancke, G. 2008. Localization and segmentation of a 2D high capacity color barcode. In IEEE Workshop on Apps. of Computer Vision (WACV), 1-6.
19. Rosenfeld, A., and Pfaltz, J. L. 1966. Sequential operations in digital picture processing. J. ACM 13 (October), 471-494.
20. Sun, A., Sun, Y., and Liu, C. 2007. The QR-code reorganization in illegible snapshots taken by mobile phones. In International Conference on Computational Science and its Applications, 532-538.
21. Wang, H., and Zou, Y. 2006. Camera readable 2D bar codes design and decoding for mobile phones. IEEE International Conference on Image Processing, 469-472.
22. Weldon, T. P., Higgins, W. E., and Dunn, D. F. 1996. Gabor filter design for multiple texture segmentation. Optical Engineering 35, 2852-2863.
23. Xue, Y., Tian, G., Li, R., and Jiang, H. 2010. A new object search and recognition method based on artificial object mark in complex indoor environment. In 8th World Congress on Intelligent Control and Automation (WCICA), 6648-6653.