Title :
A Prototype System of Courtesy Amount Recognition for Chinese Bank Checks
Author :
Liu, Dong ; Chen, Youbin
Author_Institution :
Grad. Sch. at Shenzhen, Tsinghua Univ., Shenzhen, China
Abstract :
In this paper, we present a prototype system of courtesy amount recognition (CAR) for Chinese bank checks. The system deals with color check images and consists of five modules: skew correction, binarization, string extraction, segmentation and recognition. The whole system is designed under three principles: information fusion, complementary method combination and multi-hypotheses generation then evaluation. Information from color, gray and binary images is fused and complementary algorithms are applied for binarization and string extraction. Multi-hypotheses are made by keeping all possible candidates when ambiguous solutions exist in extraction and segmentation. Then the most suitable one is selected as the final result by evaluating the probabilities from recognition. Experiments show that our system is very promising based on a large number of real checks collected from different banks.
Keywords :
banking; image colour analysis; image recognition; CAR; Chinese bank checks; binarization; color check images; complementary method combination; courtesy amount recognition; image recognition; image segmentation; information fusion; multihypotheses generation; prototype system; skew correction; string extraction; Guidelines; Image color analysis; Image recognition; Image segmentation; Optical character recognition software; Pattern recognition; Seals; automatic bank check processing; courtesy amount recognition; document analysis; optical character recognition (OCR);
Conference_Titel :
Document Analysis Systems (DAS), 2012 10th IAPR International Workshop on
Conference_Location :
Gold Cost, QLD
Print_ISBN :
978-1-4673-0868-7