Skew correction of document images using interline cross-correlation
CVGIP: Graphical Models and Image Processing
The Document Spectrum for Page Layout Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Skew and Slant Correction for Document Images Using Gradient Direction
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Robust Skew Estimation on Low-Resolution Document Images
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
A Robust Skew Detection Algorithm for Grayscale Document Image
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Skew Detection via Principal Components Analysis
ICDAR '99 Proceedings of the Fifth International Conference on Document Analysis and Recognition
Sequential Correction of Perspective Warp in Camera-based Documents
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Transformation of arc-form-text to linear-form-text suitable for OCR
Pattern Recognition Letters
Pattern Recognition Letters
A rotation method for binary document images using DDA algorithm
Proceedings of the eighth ACM symposium on Document engineering
International Journal of Robotics and Automation
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Statistical mixture model for documents skew angle estimation
Pattern Recognition Letters
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During document scanning, skew is inevitably introduced into the incoming document image. Since the algorithms for layout analysis and character recognition are generally very sensitive to the page skew, skew detection and correction in document images are the critical steps before layout analysis. In this paper, a novel skew detection method based on straight-line fitting is proposed. And a concept of Eigen-point is introduced. After the relations between the successive Eigen-points in every text line within a suitable sub-region were analyzed, the Eigen-points most possibly laid on the baselines are selected as samples for the straight-line fitting. The average of these baseline directions is computed, which corresponds to the degree of skew of the whole document image. Then a fast skew correction method based on the scanning line model is also presented. Experiments prove that the proposed approaches are fast and accurate.