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A comparative study of local thresholding methods for document image binarization

Wybrane pełne teksty z tego czasopisma
Identyfikatory
Warianty tytułu
Konferencja
International Conference on Computer Vision and Graphics ICCVG 2006 (25-27.09.2006 ; Warsaw, Poland)
Języki publikacji
EN
Abstrakty
EN
This paper provides a comparative study of several local thresholding techniques applied in the binarization of document images with text and graphs. First, the methods are described, and then a quantitative comparative analysis is carried out. Ground truth images are used in the experiments to provide an objective measure, and computational costs are also compared.
Słowa kluczowe
Rocznik
Strony
439--450
Opis fizyczny
Bibliogr. 11 pz., tab., wykr.
Twórcy
  • Polytechnic University of Valencia, Alcoi Campus (Spain)
Bibliografia
  • [1] Nakagawa, Y., Rosenfeld A.: Some experiments on variable thresholding. Pattern Recognition 11 191-204, 1979.
  • [2] Otsu N.: A threshold selection method from gray level histograms. IEEE Transactions on Systems, Man and Cybernetics, Vol.9, No.l. 62-66, 1979.
  • [3] Niblack W.: An introduction to Image Processing. 115-116, 1986.
  • [4] Dunn M. E., Joseph S. H.: Processing poor quality line drawings by local estimation of noise. Proceedings of the 4th International Conference on Pattern Recognition 153-162, 1988.
  • [5] Sahoo P. K., Soltani,S., Wong, A. K. C., Chen,Y. C: A survey of thresholding techniques. Computer Vision Graphic Image Process 41, No.2. 233-260 1990, 1988.
  • [6] Lee S. U., Chung S. Y., Park R.-H.: A comparative performance study of several global thresholding techniques for segmentation. Computer Vision Graphic Image Process 52, No.2. 171-190, 1988.
  • [7] Liu Y., Srihari S. N.: Document image binarization based on texture features. IEEE Transactions Pattern Anal. Mach. Intell. 19, No.5. 540-544, 1997.
  • [8] Ablameyko S., Pridmore T.: Machine interpretation of line drawing images: Technical Drawings, Maps and Diagrams. Springer, 2000.
  • [9] In-Kwon Kim, Dong-Wook Jung, Rae-Hong Park: Document image binarization based on topographic analysis using a waterflow model. Pattern Recognition, Vol. 35. (2002) 265-277, 2002.
  • [10] Sue Wu, Adnan Amin: Automatic thresholding of gray-level using multi-stage approach. Proceedings of the Seventh international Conference on Document Analysis and Recognition 1834-1838, 2003.
  • [11] Sezgin M., Sankur B.: Survey over image thresholding techniques and quantitative performance evaluation. Journal or electronic Imaging 146-165, 2004.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWA1-0026-0005
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