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
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;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.547267