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Issue No.08 - Aug. (2013 vol.35)
pp: 2039-2048
Thibault Lelore , Southern University of Toulon-Var, France
Frederic Bouchara , Southern University of Toulon-Var, France
ABSTRACT
We present, in this paper, the FAIR algorithm: a fast algorithm for document image restoration. This algorithm has been submitted to different contests where it showed good performance in comparison to the state of the art. In addition, this method is scale invariant and fast enough to be used in real-time applications. The method is based on a double-threshold edge detection approach that makes it possible to detect small details while remaining robust against noise. The performance of the proposition is evaluated on several types of degraded document images where considerable background noise or variation in contrast and illumination exist.
INDEX TERMS
Image edge detection, Noise, Algorithm design and analysis, Computational modeling, Estimation, Robustness, Labeling, image restoration, Image enhancement, image edge detection, image segmentation, image processing
CITATION
Thibault Lelore, Frederic Bouchara, "FAIR: A Fast Algorithm for Document Image Restoration", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.35, no. 8, pp. 2039-2048, Aug. 2013, doi:10.1109/TPAMI.2013.63
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