P. Xiu and H. S. Baird, Whole-Book Recognition, Pattern Analysis and Machine Intelligence, IEEE Trans, vol.34, issue.12, 2012.

P. Stathis, E. Kavallieratou, and N. Papamarkos, An evaluation technique for binarization algorithms, Journal of Universal Computer Science, vol.14, issue.18, pp.3011-3030, 2008.

E. Kavallieratou, A binarization algorithm specialized on document images and photos, Eighth International Conference on Document Analysis and Recognition (ICDAR'05), pp.463-467, 2005.
DOI : 10.1109/ICDAR.2005.1

C. A. Glasbey, An Analysis of Histogram-Based Thresholding Algorithms, CVGIP: Graphical Models and Image Processing, vol.55, issue.6, pp.532-537, 1993.
DOI : 10.1006/cgip.1993.1040

N. Otsu, A Threshold Selection Method from Gray-Level Histograms, IEEE Transactions on Systems, Man, and Cybernetics, vol.9, issue.1, pp.62-66, 1979.
DOI : 10.1109/TSMC.1979.4310076

F. Martn, Analysis tools for gray level histograms, Proc. Of SPPRA, pp.11-16, 2003.

R. Duda and P. Hart, Pattern Classification and Scene Analysis, 1986.

S. Ghosh and S. K. Dubey, Comparative Analysis of K-Means and Fuzzy C-Means Algorithms, IJACSA) International Journal of Advanced Computer Science and Applications, 2013.
DOI : 10.14569/IJACSA.2013.040406

S. P. Lloyd, Least squares quantization in PCM, IEEE Transactions on Information Theory, vol.28, issue.2, pp.129-137, 1982.
DOI : 10.1109/TIT.1982.1056489

V. Pritesh and O. Bhavesh, A Survey on K-mean Clustering and Particle Swarm Optimization, International Journal of Science and Modern Engineering, pp.24-26, 2013.

M. Valizadeh and E. Kabir, An adaptive water flow model for binarization of degraded document images, International Journal on Document Analysis and Recognition (IJDAR), vol.13, issue.2, pp.165-176, 2013.
DOI : 10.1007/s10032-012-0182-z

W. Niblack, An Introduction to Digital Image Processing, 1985.

J. Sauvola and M. Pietikainen, Adaptive document image binarization, Pattern Recognition, vol.33, issue.2, pp.225-236, 2000.
DOI : 10.1016/S0031-3203(99)00055-2

C. Wolf and J. Jolion, Extraction and recognition of artificial text in multimedia documents, Formal Pattern Analysis & Applications, vol.6, issue.4, pp.309-326, 2004.
DOI : 10.1007/s10044-003-0197-7

URL : https://hal.archives-ouvertes.fr/hal-01504401

G. Lazzara and T. Graud, Efficient Multiscale Sauvolas Binarization, International Journal on document analysis and recognition, 2013.

M. P. Greenleaf, J. Shen, and D. Yoon, Local-Global Image Binarization for Reconstructing the Cellular Structure of Polymer Foam Materials, Computer-Aided Design and Applications, vol.21, issue.4, pp.919-928, 2013.
DOI : 10.3722/cadaps.2013.919-928

E. Gabarra, A. Tabbone-]-v, E. Sokratis, R. Kavallieratou, K. Paredes et al., Combining global and local threshold to binarize document of images A hybrid binarization technique for document images, Learning Structure and schemas from documents studies in computational intelligence, pp.173-186, 2005.

K. Singh, D. Malik, and N. Sharma, Evolving limitations in Kmeans algorithm in data mining and their removal, IJCEM International Journal of Computational Engineering and Management, vol.12, pp.105-109, 2011.

N. A. Isa and S. A. Salamah, Adaptive fuzzy moving Kmeans clustering algorithm for image segmentation, Consumer Electronics, 2009.

S. Cha, Comprehensive Survey on Distance/Similarity Measures between Probability Density Functions, International Journal of Mathematical Models and Methods in Applied Sciences, vol.1, issue.4, pp.300-307, 2007.

M. B. Al-daoud, N. B. Venkateswarlu, and S. A. Roberts, New methods for the initialization of clusters, Pattern Recognition Lett, vol.17, issue.15, p.451455, 1996.

J. M. Pena, J. A. Lazano, and P. Larranaga, An empirical comparison of four initialization methods for the K-Means algorithm, Pattern Recognition Letters, vol.20, issue.10, pp.1027-1040, 1999.
DOI : 10.1016/S0167-8655(99)00069-0

R. Smith, An Overview of the Tesseract OCR Engine, Ninth International Conference on Document Analysis and Recognition (ICDAR 2007) Vol 2, pp.629-633, 2007.
DOI : 10.1109/ICDAR.2007.4376991

T. Lelore and F. Bouchara, Super-Resolved Binarization of Text Based on the FAIR Algorithm, 2011 International Conference on Document Analysis and Recognition, pp.839-843, 2011.
DOI : 10.1109/ICDAR.2011.172

J. Fabrizio, B. Marcotegui, and M. Cord, Text segmentation in natural scenes using Toggle-Mapping, 2009 16th IEEE International Conference on Image Processing (ICIP), pp.2349-2352, 2009.
DOI : 10.1109/ICIP.2009.5413435

URL : https://hal.archives-ouvertes.fr/hal-00834427