DocumentCode
1636991
Title
An A Posteriori Probability Calculation Method for Analytic Word Recognition Applicable to Address Recognition
Author
Hamamura, Tomoyuki ; Akagi, Takuma ; Irie, Bunpei
Author_Institution
Toshiba Corp., Tokyo, Japan
fYear
2009
Firstpage
391
Lastpage
395
Abstract
In this paper, we propose a novel calculation method of an ldquoa posteriorirdquo probability for analytic word recognition.The method is suitable for address recognition tasks. Our previous method needs calculation over all words in a lexicon,while the proposed method only needs calculation on the concerned word. In the address recognition task, lexicon size becomes very large and only a part of it can be handled. Hence, the previous method cannot be used, and the proposed method is convenient. Experimental results show that the proposed method guarantees high precision of probability calculation.
Keywords
character recognition; probability; a posteriori probability calculation method; address recognition; analytic word recognition; Algorithm design and analysis; Character recognition; Cost function; Handwriting recognition; Hidden Markov models; Performance analysis; Probability; Statistical analysis; Text analysis; Bayes´ decision rule; a posteriori probability; address recognition; analytic word recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Document Analysis and Recognition, 2009. ICDAR '09. 10th International Conference on
Conference_Location
Barcelona
ISSN
1520-5363
Print_ISBN
978-1-4244-4500-4
Electronic_ISBN
1520-5363
Type
conf
DOI
10.1109/ICDAR.2009.240
Filename
5277655
Link To Document