Title :
Preprocessing of Handwritten Date Images on Chinese Cheque
Author :
Zhang, Chongyang ; Yang, Jingyu ; Lou, Zhen
Author_Institution :
Dept. of Comput. Sci., Nanjing Univ. of Sci. & Technol.
Abstract :
The preprocess procedure of handwritten date images in our automatic Chinese cheque processing system is introduced. It consists of three major components: preprinted characters removal, binarization and extra strokes removal. A pixel-contour distance based method is proposed to remove preprinted characters while preserving the connection of object strokes. In binary, a local feature called morphological double edge is used to enhance the character strokes, and then a global threshold is selected by a new recursive method. Extra strokes locate below date characters. We remove them by contour analysis. Experiment results on real-life cheque images demonstrate the efficiency of our proposed methods
Keywords :
edge detection; handwritten character recognition; image matching; natural languages; automatic Chinese cheque processing system; handwritten date images preprocessing; morphological double edge; pixel-contour distance; preprinted character removal; Character recognition; Computer science; Data mining; Engines; Handwriting recognition; Image analysis; Interference; Pattern recognition; Seals; Text analysis;
Conference_Titel :
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2521-0
DOI :
10.1109/ICPR.2006.943