DocumentCode
2471950
Title
A fast approach to detect and correct skew documents
Author
Jiang, Huei-Fen ; Han, Chin-Chuan ; Fan, Kuo-Chin
Author_Institution
Dept. of Inf. Manage., Koung Wu Technol. & Commerce Inst., Taipei, Taiwan
Volume
3
fYear
1996
fDate
25-29 Aug 1996
Firstpage
742
Abstract
In this paper, a fast approach is proposed to detect and correct the skew documents. In this proposed approach, a coarse skew angle θe is first estimated to decrease the heavily computational burden. Next, the exact skew angle θ located in the previously estimated range [θe-3, θe+3] is then determined by making use of the Hough transform method. In addition to the skew angle detection. The skew image is quickly corrected by decomposing the traditional geometric rotation into a translation and a local rotation process. A mapping table which stores the local rotation information is employed to avoid the large floating-point operations and speed up the rotation process on general-purpose computers. Experimental results are conducted to verify the feasibility and efficiency of our proposed method
Keywords
Hough transforms; document image processing; Hough transform method; computational burden; exact skew angle; local rotation process; mapping table; skew angle detection; skew documents; traditional geometric rotation; Business; Character recognition; Computer science; Image analysis; Image recognition; Image segmentation; Information management; Information science; Paper technology; Text analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location
Vienna
ISSN
1051-4651
Print_ISBN
0-8186-7282-X
Type
conf
DOI
10.1109/ICPR.1996.547267
Filename
547267
Link To Document