메뉴 건너뛰기




Volumn 43, Issue 4, 2010, Pages 1518-1530

A binarization method with learning-built rules for document images produced by cameras

Author keywords

Document image binarization; Global threshold; Image processing; Local threshold; Multi label problem; Non uniform brightness; Support vector machine

Indexed keywords

DOCUMENT IMAGES; GLOBAL THRESHOLD; MULTI-LABEL; MULTI-LABEL PROBLEM; NONUNIFORM;

EID: 74449085801     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2009.10.016     Document Type: Article
Times cited : (98)

References (45)
  • 1
    • 1842422015 scopus 로고    scopus 로고
    • Survey over image thresholding techniques and quantitative performance evaluation
    • Sezgin M., and Sankur B. Survey over image thresholding techniques and quantitative performance evaluation. Journal of Electronic Imaging 13 1 (2004) 146-168
    • (2004) Journal of Electronic Imaging , vol.13 , Issue.1 , pp. 146-168
    • Sezgin, M.1    Sankur, B.2
  • 2
    • 0025199076 scopus 로고
    • A peak detection algorithm and its application to histogram-based image data reduction
    • Sezan M.I. A peak detection algorithm and its application to histogram-based image data reduction. Computer Vision, Graphics, and Image Processing 49 1 (1990) 36-51
    • (1990) Computer Vision, Graphics, and Image Processing , vol.49 , Issue.1 , pp. 36-51
    • Sezan, M.I.1
  • 4
    • 0011038001 scopus 로고
    • Threshold selection using second derivatives of the gray-scale image
    • T. Pavlidis, Threshold selection using second derivatives of the gray-scale image, in: Proceedings of the ICDAR, 1993, pp. 274-277.
    • (1993) Proceedings of the ICDAR , pp. 274-277
    • Pavlidis, T.1
  • 9
    • 0028867982 scopus 로고
    • Image thresholding by minimizing the measures of fuzziness
    • Huang L.K., and Wang M.J.J. Image thresholding by minimizing the measures of fuzziness. Pattern Recognition 28 (1995) 41-51
    • (1995) Pattern Recognition , vol.28 , pp. 41-51
    • Huang, L.K.1    Wang, M.J.J.2
  • 10
    • 0024855650 scopus 로고
    • Automatic thresholding of gray-level pictures using two-dimensional entropy
    • Abutableb A.S. Automatic thresholding of gray-level pictures using two-dimensional entropy. Computer Vision, Graphics, and Image Processing 47 (1989) 22-32
    • (1989) Computer Vision, Graphics, and Image Processing , vol.47 , pp. 22-32
    • Abutableb, A.S.1
  • 14
    • 0000529610 scopus 로고
    • A fast adaptive method for binarization of document images
    • L. Eikvil, T. Taxt, K. Moen, A fast adaptive method for binarization of document images, in: Proceedings of the ICDAR, 1991, pp. 435-443.
    • (1991) Proceedings of the ICDAR , pp. 435-443
    • Eikvil, L.1    Taxt, T.2    Moen, K.3
  • 16
    • 0015381204 scopus 로고
    • Automatic detection of the left ventricle from Cineangiorgrams
    • Chow C.K., and Kaneko T. Automatic detection of the left ventricle from Cineangiorgrams. Computers and Biomedical Research 5 (1972) 388-410
    • (1972) Computers and Biomedical Research , vol.5 , pp. 388-410
    • Chow, C.K.1    Kaneko, T.2
  • 17
    • 0018655493 scopus 로고
    • Some experiments on variable thresholding
    • Nakagawa Y., and Rosenfeld A. Some experiments on variable thresholding. Pattern Recognition 11 3 (1979) 191-204
    • (1979) Pattern Recognition , vol.11 , Issue.3 , pp. 191-204
    • Nakagawa, Y.1    Rosenfeld, A.2
  • 18
    • 0020783566 scopus 로고
    • Imager segmentation for optical character recognition and other applications requiring character image extraction
    • White J.M., and Rohrer G.D. Imager segmentation for optical character recognition and other applications requiring character image extraction. IBM Journal of Research and Development 27 4 (1983) 400-411
    • (1983) IBM Journal of Research and Development , vol.27 , Issue.4 , pp. 400-411
    • White, J.M.1    Rohrer, G.D.2
  • 19
  • 20
  • 23
    • 0029267849 scopus 로고
    • Improvement of 'integrated function algorithm' for binarization of document images
    • Trier Ø.D., and Taxt T. Improvement of 'integrated function algorithm' for binarization of document images. Pattern Recognition Letters 16 3 (1995) 277-283
    • (1995) Pattern Recognition Letters , vol.16 , Issue.3 , pp. 277-283
    • Trier, Ø.D.1    Taxt, T.2
  • 26
    • 0027590053 scopus 로고
    • Extraction of binary character/graphics images from grayscale document images
    • Kamel M., and Zhao A. Extraction of binary character/graphics images from grayscale document images. Computer Vision, Graphical and Image Processing 55 3 (1993) 203-217
    • (1993) Computer Vision, Graphical and Image Processing , vol.55 , Issue.3 , pp. 203-217
    • Kamel, M.1    Zhao, A.2
  • 27
    • 0033908199 scopus 로고    scopus 로고
    • An adaptive logical method for binarization of degraded document images
    • Yang Y., and Yan H. An adaptive logical method for binarization of degraded document images. Pattern Recognition 33 5 (2000) 787-807
    • (2000) Pattern Recognition , vol.33 , Issue.5 , pp. 787-807
    • Yang, Y.1    Yan, H.2
  • 28
    • 0035423892 scopus 로고    scopus 로고
    • Stroke-model-based character extraction from gray-level document images
    • Ye X., Cheriet M., and Suen C.Y. Stroke-model-based character extraction from gray-level document images. IEEE Transactions on Image Processing 10 8 (2001) 1152-1161
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.8 , pp. 1152-1161
    • Ye, X.1    Cheriet, M.2    Suen, C.Y.3
  • 32
    • 0022956593 scopus 로고
    • Document image binarization: Evaluation of algorithms
    • P.W. Palumbo, P. Swaminathan, S.N. Srihari, Document image binarization: evaluation of algorithms, in: Proceedings of SPIE, vol. 697, 1986, pp. 278-285.
    • (1986) Proceedings of SPIE , vol.697 , pp. 278-285
    • Palumbo, P.W.1    Swaminathan, P.2    Srihari, S.N.3
  • 34
    • 0000896186 scopus 로고
    • A comparative performance study of several global thresholding techniques for segmentation
    • Lee S.U., Chung S.Y., and Park R.H. A comparative performance study of several global thresholding techniques for segmentation. Computer Vision, Graphics, and Image Processing 52 (1990) 171-190
    • (1990) Computer Vision, Graphics, and Image Processing , vol.52 , pp. 171-190
    • Lee, S.U.1    Chung, S.Y.2    Park, R.H.3
  • 35
    • 0027696845 scopus 로고
    • An analysis of histogram-based thresholding algorithms
    • Glasbey C.A. An analysis of histogram-based thresholding algorithms. CVGIP: Graphical Models and Image Processing 55 6 (1993) 532-537
    • (1993) CVGIP: Graphical Models and Image Processing , vol.55 , Issue.6 , pp. 532-537
    • Glasbey, C.A.1
  • 37
    • 34249753618 scopus 로고
    • Support-vector network
    • Cortes C., and Vapnik V. Support-vector network. Machine Learning 20 (1995) 273-297
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 39
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Berlin
    • T. Joachims, Text categorization with support vector machines: learning with many relevant features, in: Proceedings of 10th European Conference on Machine Learning, Berlin, 1998, pp. 137-142.
    • (1998) Proceedings of 10th European Conference on Machine Learning , pp. 137-142
    • Joachims, T.1
  • 40
    • 0033905095 scopus 로고    scopus 로고
    • BoosTexter: a boosting-based system for text categorization
    • Schapire B.E., and Singer Y. BoosTexter: a boosting-based system for text categorization. Machine Learning 39 2/3 (2000) 135-168
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 135-168
    • Schapire, B.E.1    Singer, Y.2
  • 45
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu C.-W., and Lin C.-J. A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks 13 2 (2002) 415-425
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.