Thinning Methodologies-A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extraction of binary character/graphics images from grayscale document images
CVGIP: Graphical Models and Image Processing
Fundamentals of Robotics: Analysis and Control
Fundamentals of Robotics: Analysis and Control
An Introduction to Digital Image Processing
An Introduction to Digital Image Processing
Adaptive degraded document image binarization
Pattern Recognition
An Objective Evaluation Methodology for Document Image Binarization Techniques
DAS '08 Proceedings of the 2008 The Eighth IAPR International Workshop on Document Analysis Systems
PixLabeler: User Interface for Pixel-Level Labeling of Elements in Document Images
ICDAR '09 Proceedings of the 2009 10th International Conference on Document Analysis and Recognition
ICDAR 2009 Document Image Binarization Contest (DIBCO 2009)
ICDAR '09 Proceedings of the 2009 10th International Conference on Document Analysis and Recognition
An analysis of binarization ground truthing
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Binarization of historical document images using the local maximum and minimum
DAS '10 Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
Document image binarization using background estimation and stroke edges
International Journal on Document Analysis and Recognition
H-DIBCO 2010 - Handwritten Document Image Binarization Competition
ICFHR '10 Proceedings of the 2010 12th International Conference on Frontiers in Handwriting Recognition
ICFHR 2010 Contest: Quantitative Evaluation of Binarization Algorithms
ICFHR '10 Proceedings of the 2010 12th International Conference on Frontiers in Handwriting Recognition
Automatic Annotation for Handwritten Historical Documents Using Markov Models
ICFHR '10 Proceedings of the 2010 12th International Conference on Frontiers in Handwriting Recognition
New Binarization Approach Based on Text Block Extraction
ICDAR '11 Proceedings of the 2011 International Conference on Document Analysis and Recognition
Evaluating glyph binarizations based on their properties
Proceedings of the 2013 ACM symposium on Document engineering
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The objective of document preprocessing is to ease the text recognition or the document indexing processes. The analysis of historical documents seems to be a big challenge because the majority of those documents are noisy and present many degradations. In this paper we propose a preprocessing framework for a large dataset of historical documents. The proposed framework is decomposed of two phases, the selection and the evaluation. During the first phase one or multiple methods are corresponded for each book of the used database. The validation of the selection results is performed during the evaluation. The experiments are applied on printed and handwritten documents extracted respectively from Google-Books and Bayerische Staatsbibliothek databases. The results returned during the evaluation are very promising.