DocumentCode :
419644
Title :
Address-block extraction by Bayesian rule
Author :
Kagehiro, Tatsuhiko ; Koga, Masashi ; Sako, Hiroshi ; Fujisawa, Hiromichi
Author_Institution :
Central Res. Lab., Hitachi Ltd., Tokyo, Japan
Volume :
2
fYear :
2004
fDate :
23-26 Aug. 2004
Firstpage :
582
Abstract :
A method for extracting a recipient address-block from a mail image has been developed. The method is composed of two steps: nomination of address-block candidates and evaluation of these candidates by using the Bayesian rule according to each of address-block type. Accordingly, the proposed method can cope with various types of address-blocks. The effectiveness of the method was confirmed in several address extraction experiments. These experiments show that the top-five extraction results include one correct address-block in 94% of total number of printed-mail cases and 89% in of handwritten-mail cases.
Keywords :
belief networks; document image processing; postal services; Bayesian rule; address-block extraction; mail image; Bayesian methods; Character recognition; Humans; Image resolution; Laboratories; Pattern recognition; Postal services; Writing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN :
1051-4651
Print_ISBN :
0-7695-2128-2
Type :
conf
DOI :
10.1109/ICPR.2004.1334315
Filename :
1334315
Link To Document :
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