Title :
Extraction of courtesy amount item from Chinese check
Author :
Chong-Yang, Zhang ; Qiang, Chen ; Zhen, Lou ; Jing-Yu, Yang
Author_Institution :
Dept. of Comput. Sci., Nanjing Univ. of Sci. & Technol., China
Abstract :
In Chinese, thousands of bankchecks are validated due to manual processing every day to find out the bankchecks, which are invalidate to the bank´s rules or contain error input information. It is necessary to relieve people from these intensive and tedious works. This paper presents a technique, which is the preprocess stage in our auto-validating system, for extracting the user-entered courtesy amount item from Chinese bankcheck images. Seal imprints in different types and positions cause the main difficulty in the extracting procedure. Instead of removing lines in bi-level images, we proposed a line removal algorithm based on crossing shape analysis in gray-level image. The handwritten information is extracted by a new recursive thresholding algorithm, which can continue removing the brighter background until only the darkest object is left. The proposed methods have been evaluated on real-life Chinese checks. And the results demonstrate the effectiveness of the proposed preprocessing techniques.
Keywords :
cheque processing; feature extraction; Chinese bankcheck images; auto-validating system; courtesy amount item extraction; crossing shape analysis; gray-level image; handwritten information; line removal algorithm; recursive thresholding algorithm; user-entered courtesy amount item; Algorithm design and analysis; Computer errors; Computer science; Data mining; Handwriting recognition; Image analysis; Image processing; Manuals; Seals; Shape;
Conference_Titel :
Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
Print_ISBN :
0-7803-8653-1
DOI :
10.1109/ICARCV.2004.1468807