Preprocessing of Document Images Based on the GGD and GMM for Binarization of Degraded Ancient Papyri Images

[1]  Lazaros T. Tsochatzidis,et al.  ICDAR 2019 Competition on Document Image Binarization (DIBCO 2019) , 2017, 2019 International Conference on Document Analysis and Recognition (ICDAR).

[2]  Devesh Kumar Srivastava,et al.  A Review on Pixel-Based Binarization of Gray Images , 2016 .

[3]  Haiping Lu,et al.  Distance-reciprocal distortion measure for binary document images , 2004, IEEE Signal Processing Letters.

[4]  Chien-Hsing Chou,et al.  A binarization method with learning-built rules for document images produced by cameras , 2010, Pattern Recognit..

[5]  Derek Bradley,et al.  Adaptive Thresholding using the Integral Image , 2007, J. Graph. Tools.

[6]  Ioannis Pratikakis,et al.  Performance Evaluation Methodology for Historical Document Image Binarization , 2013, IEEE Transactions on Image Processing.

[7]  Krzysztof Okarma,et al.  Fast Binarization of Unevenly Illuminated Document Images Based on Background Estimation for Optical Character Recognition Purposes , 2019, J. Univers. Comput. Sci..

[8]  Nicole Vincent,et al.  Comparison of Niblack inspired binarization methods for ancient documents , 2009, Electronic Imaging.

[9]  Wayne Niblack,et al.  An introduction to digital image processing , 1986 .

[10]  Rafael Dueire Lins,et al.  A Quality and Time Assessment of Binarization Algorithms , 2019, 2019 International Conference on Document Analysis and Recognition (ICDAR).

[11]  R. Krupiński.  Approximated fast estimator for the shape parameter of generalized Gaussian distribution for a small sample size , 2015 .

[12]  Krzysztof Okarma,et al.  Improved Two-Step Binarization of Degraded Document Images Based on Gaussian Mixture Model , 2020, ICCS.

[13]  Robert Krupinski,et al.  Modeling Quantized Coefficients with Generalized Gaussian Distribution with Exponent 1 / m, m=2, 3, \ldots , 2017, ICMMI.

[14]  Matti Pietikäinen,et al.  Adaptive document image binarization , 2000, Pattern Recognit..

[15]  Ioannis Pratikakis,et al.  Adaptive degraded document image binarization , 2006, Pattern Recognit..

[16]  Krzysztof Okarma,et al.  Binarization of Degraded Document Images with Generalized Gaussian Distribution , 2019, ICCS.

[17]  R. R. Clarke.  Transform coding of images , 1985 .

[18]  R. Krupiński.  Reconstructed Quantized Coefficients Modeled with Generalized Gaussian Distribution with Exponent 1/3 , 2016 .

[19]  Krzysztof Okarma,et al.  Improvement of Image Binarization Methods Using Image Preprocessing with Local Entropy Filtering for Alphanumerical Character Recognition Purposes , 2019, Entropy.

[20]  N. Otsu.  A threshold selection method from gray level histograms , 1979 .

[21]  Jean-Michel Jolion,et al.  Extraction and recognition of artificial text in multimedia documents , 2003, Formal Pattern Analysis & Applications.