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A rotation method for binary document images using DDA algorithm

Published: 16 September 2008 Publication History

Abstract

DDA (Digital Differential Analyzer) is a famous algorithm used commonly in computer graphics to interpolate integer coordinate pixels of a straight line. In this paper, we introduce a method of image rotation for binary document images using DDA algorithm with assumption that the true skew angles of the documents have already been computed. The proposed method applies the main idea of DDA algorithm with some modifications for the skew scanning lines along to the inverse direction of the skew angle. In this method the ratios between the length of black runs and the whole scan line are guaranteed. Thus the algorithm can overcome disadvantages of mathematical rotation such as white holes and over segmentation. Moreover, using DDA algorithm to approximate integer points helps this method reduce the number of rotation operations.

References

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Avila, B.T., Lins, R.D., and Oliveira, L. 2005. A New Rotation Algorithm for Monochromatic Images. In Proceedings of ACM DocEng'05 (Nov. 2005), 130--132.
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Cao, Y., Wang, S., and Li, H. 2003. Skew Detection and Correction in Document Images Based on Straight-Line Fitting. Pattern Recognition Letters, 24 (Aug. 2003), 1871--1879.
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Cheng, H.D., Tang, Y.Y., and Suen, C.Y. 1990. Parallel Image Transformation and Its VLSI Implementation. Pattern Recognition, 23, 1113--1129.
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Chien, S.I. and Baek, Y.M. 1998. A Fast Black Run Rotation Algorithm for Binary Images. Pattern Recognition Letters, 19 (Apr. 1998), 455--459.
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Chien, S.I. and Baek, Y.M. 2001. Hierarchical Block Matching Method for Fast Rotation of Binary Images. IEEE Transactions on Image Processing, 10 (Mar. 2001), 483--489.
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Jiang, H.F., Han, C.C., and Fan, K.C. 1997. A Fast Approach to the Detection and Correction of Skew Documents. Pattern Recognition Letters, 18 (Jul. 1997), 675--686.
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Mahata, K. and Ramakrishnan, A.G. 2000. A Novel Scheme for Image Rotation for Document Processing. In Proceedings of the 7th International Conference on Image Processing, 2 (Sep. 2000), 594--596.
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Paeth, A.W. 1990. A Fast Algorithm for General Raster Rotation. In Proceedings of Graphics Gems, Academic Press Professional, Inc., San Diego, CA, USA, 179--195.
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Shima, Y. and Ohya, H. 2006. A High Speed Rotation Method for Binary Document Images Based on Coordinate Operation of Run Data. In Proceedings of IS&T/SPIE, 6064 (Feb. 2006), 139--147.

Cited By

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  • (2020)Spatial Straight-Line Drawing Algorithm Based on Method of Discriminate Regions—A Control Algorithm of MotorsEnergies10.3390/en1319500213:19(5002)Online publication date: 23-Sep-2020
  • (2011)Multiple line skew estimation of handwritten images of documents based on a visual perception approachProceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II10.5555/2044575.2044594(138-145)Online publication date: 29-Aug-2011

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  1. A rotation method for binary document images using DDA algorithm

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    cover image ACM Conferences
    DocEng '08: Proceedings of the eighth ACM symposium on Document engineering
    September 2008
    312 pages
    ISBN:9781605580814
    DOI:10.1145/1410140
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 16 September 2008

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    Author Tags

    1. DDA
    2. rotation algorithm
    3. skew correction

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    DocEng '08
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    DocEng '08: ACM Symposium on Document Engineering
    September 16 - 19, 2008
    Sao Paulo, Brazil

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    DocEng '08 Paper Acceptance Rate 21 of 62 submissions, 34%;
    Overall Acceptance Rate 194 of 564 submissions, 34%

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    View all
    • (2020)Spatial Straight-Line Drawing Algorithm Based on Method of Discriminate Regions—A Control Algorithm of MotorsEnergies10.3390/en1319500213:19(5002)Online publication date: 23-Sep-2020
    • (2011)Multiple line skew estimation of handwritten images of documents based on a visual perception approachProceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II10.5555/2044575.2044594(138-145)Online publication date: 29-Aug-2011

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