DocumentCode :
459014
Title :
Field Extraction Based on Two-level Regulated HMT in Auto Form Processing
Author :
He, Xiuling ; Yang, Yang ; Chen, Zengzhao ; Yu, Ying ; Dong, Cailin
Author_Institution :
Inf. Eng. Sch., Univ. of Sci. & Technol., Beijing
Volume :
2
fYear :
2006
fDate :
16-18 Oct. 2006
Firstpage :
716
Lastpage :
719
Abstract :
Data fields in a form contain invaluable information so that field data extraction is important in form processing. Most conventional data extraction methods depend on the line frames. However there are many types of forms such as table-form and non table-form that are without line frames and popularly used in our daily lives as well. A new field locating method using priori knowledge is proposed. It is based on two-level regulated hit or miss transform features of form background. The feasibility of the method is proved theoretically. Experiments and application show that it is several dozen times faster than ordinary regulated hit or miss transform and the correct rate is satisfied with real applications
Keywords :
business forms; document image processing; feature extraction; auto form processing; field data extraction; field locating method; hit-and-miss transform; Computer science; Data engineering; Data mining; Image segmentation; Labeling; Mathematics; Morphological operations; Noise reduction; Noise robustness; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications, 2006. ISDA '06. Sixth International Conference on
Conference_Location :
Jinan
Print_ISBN :
0-7695-2528-8
Type :
conf
DOI :
10.1109/ISDA.2006.253699
Filename :
4021751
Link To Document :
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