Local contrast segmentation to binarize images

Proceedings of the 3rd International Conference on Digital Society, ICDS 2009

Volumn , Issue , 2009, Pages 294-299

  Block, Marco ^a   Rojas, Raúl ^a  

^a FREIE UNIVERSITÄT BERLIN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BINARIZATION ALGORITHMS; BINARIZE; CONNECTED COMPONENTS; DEGRADED DOCUMENT IMAGES; LAPLACIAN; LOCAL CONTRASTS; MORPHOLOGICAL OPERATIONS; OTHER APPLICATIONS; PIXEL ENERGIES; SEGMENTATION METHODS; WHITE BOARDS;

MATHEMATICAL MORPHOLOGY;

EID: 63749128736     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDS.2009.45     Document Type: Conference Paper

References (33)

1. R.C. Gonzales, R.E. Woods, "Digitial Image Processing", 3.Auflage, ISBN 978-0131687288, Pearson Verlag 2008
2. A.K. Jain, P. Flynn, A.A. Ross, "Handbook of Biometrics" , ISBN 978-0387710402, Springer Verlag 2008
3. Y. Xi, Y. Chen, Q. Liao, "A Novel Binarization System for Degraded Document Images", 9th International Conference on Document Analysis and Recognition (ICDAR 2007), IEEE Computer Society 2007, ISBN 978-0-7695-2822-9, Vol.1, pp.287-291, Curitiba/Brazil, 2007
4. J. Shotton, A. Blake, R. Cipolla, "Multi-Scale Categorical Object Recognition Using Contour Fragments", IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI 2007), Vol.30, No.7, pp. 1270-1281, 2008
5. M. Ramírez, E. Tapia, M. Block, R. Rojas, "Quantile Linear Algorithm for Robust Binarization of Digitilized Letters", 9th International Conference on Document Analysis and Recognition (ICDAR 2007), IEEE Computer Society 2007, ISBN 978-0-7695-2822-9, Vol.2, pp.1158-1162, Curitiba/Brazil, 2007
6. M. Liwicki, H. Bunke, "Handwriting Recognition of Whiteboard Notes - Studying the Influence of Training Set Size and Type", International Journal of Pattern Recognition and Artificial Intelligence, Vol. 21, No. 1, pp. 83-98, 2007
7. X. Liang, "Fingerprint Image Analysis Using Computational Geometric Techniques", Dissertation in School of Information Science, Japan 2006
8. B. Gatos, I. Pratikakis, S.J. Perantonis, "Adaptive degraded document image binarization", Pattern Recognition 39, pages 317-327, 2006
9. Y. Li, C. Suen, M. Cheriet, "A Threshlod Selection Method Based on Multiscale and Graylevel Co-occurrence Matrix Analysis", Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), pp. 463-467, Seoul/Korea, 2005
10. E. Kavallieratou, "A Binarization Algorithm specialized on Document Images and Photos", Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), pp. 463 - 467, Seoul/Korea, 2005
11. K.D. Tönnies, "Grundlagen der Bildverarbeitung", ISBN 978-3827371553, Pearson Studium 2005
12. M. Sezgin, B. Sankur, "Survey over image thresholding techniques and quantitative performance evaluation", Journal of Electronic Imaging 13(1), pp.146-165, January 2004
13. E. Bertucci, M. Pilu, M. Mirmehdi, "Text Selection by Structured Light Marking for Hand-held Cameras", IEEE/IAPR 7th International Conference on Document Analysis and Recognition, ISBN 0-7695-1960-1, pp. 555-559, 2003
14. M. Wienecke, G.A. Fink, G. Sagerer, "Towards Automatic Video-based Whiteboard Reading", Int. Journal on Document Analysis and Recognition, Vol.7, pp.87-91, 2003
15. D. Maltoni, D. Maio, A.K. Jain, S. Prabhakar, "Handbook of Fingerprint Recognition", ISBN 978-0-387-95431-8, Springer-Verlag 2003
16. I.K. Kim, D.W. Jung, R.H. Park, "Document image binarization based on topographic analysis using water flow model", Pattern Recognition 35, pp. 265-277, 2002
17. N. Papamarkos, "A Technique for Fuzzy Document Binarization", Proceedings of the 2001 ACM Symposium on Document engineering, pp.152-156, 2001
18. E. Saund, "Method for segmenting handwritten lines of text in a scanned image", European Patent: EP19950306118, 2001
19. Stockman G., Shapiro L.G.: "Computer Vision", ISBN 978-0130307965, Addison Wesley Verlag, 2001
20. J. Sauvola, M. Pietikainen, "Adaptive document image binarization", Pattern Recognition, Vol.33, Issue 2, pp. 225-236, 2000
21. D. Maio, D. Maltoni, "Direct Gray-Scale Minutiae Detection in Fingerprints", IEEE Transactions on Pattern Analysis Machine Intelligence, Vol.19, No.1, pp.27-40, 1997
22. O.D. Trier, A.K. Jain, "Goal-Directed Evaluation of Binarization Methods", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol 17, pp.1191-1201, 1995
23. A.S. Abutaleb, "Automatic thresholding of gray-level pictures using two-dimensional entropy", Computer Vision, Graphics and Image Processing, Vol.47, pp.22-32, 1989
24. W. Niblack, "An Introduction to Digital Image Processing", Prentice Hall, ISBN 978-0134806747, Englewood Cliffs, NJ, pp.115-116, 1986
25. J. Kittler, J. Illingworth, "Minimum error thresholding" , Pattern Recognition, Vol.19, No.1, pp.41-47, 1986
26. J.N. Kapur, P.K. Sahoo, A.K.C. Wong, "A new method for gray-level picture thresholding using the entropy of the histogram", Computer Vision, Graphics and Image Processing, Vol.29, pp.273-285, 1985
27. N. Otsu, "A threshold selection method from gray-level histograms", IEEE Trans. Systems Man Cybernet 9 (1), pp.62-66, 1979
28. Tesseract: http://code.google.com/p/tesseract-ocr/
29. Webseite von Logitech: http://www.logitech.com
30. Webseite des E-Beam-Systems: http://www.e-beam.com/
31. Indoor-Scene-Projektseite: http://www.cs.bris.ac.uk/Research/ Digitalmedia/docum.html
32. WhiteBoard-Evaluation: http://page.mi.fu-berlin.de/block/ WhiteBoard.pdf
33. Kreidetafel-Evaluation: http://page.mi.fu-berlin.de/block/ KreideTafel.pdf