TY - GEN
T1 - Multiple recognizers system using two-stage combination
AU - Paik, Jonghyun
AU - Cho, Sung Bae
AU - Lee, Kwanyong
AU - Lee, Yillbyung
PY - 1996
Y1 - 1996
N2 - Most of the multiple recognizers system use a single combination method, therefore recognition performance depends on the characteristics of selected combination method. In order to solve this dependency problem and to increase recognition performance, we propose a new combination architecture of multiple recognizer that has two combination stages. The proposed system consists of three stages: 1) the recognition stage including 5 recognizers, 2) the first combination stage including 3 combinators which belong to different level, and 3) the combination stage including a simple combinator. We verify the performance of the proposed system using two standard handwritten digit database, CEDAR and CENPARMI, and recognition performance is better than other single combinator systems.
AB - Most of the multiple recognizers system use a single combination method, therefore recognition performance depends on the characteristics of selected combination method. In order to solve this dependency problem and to increase recognition performance, we propose a new combination architecture of multiple recognizer that has two combination stages. The proposed system consists of three stages: 1) the recognition stage including 5 recognizers, 2) the first combination stage including 3 combinators which belong to different level, and 3) the combination stage including a simple combinator. We verify the performance of the proposed system using two standard handwritten digit database, CEDAR and CENPARMI, and recognition performance is better than other single combinator systems.
UR - http://www.scopus.com/inward/record.url?scp=84255208232&partnerID=8YFLogxK
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U2 - 10.1109/ICPR.1996.547631
DO - 10.1109/ICPR.1996.547631
M3 - Conference contribution
AN - SCOPUS:84255208232
SN - 081867282X
SN - 9780818672828
T3 - Proceedings - International Conference on Pattern Recognition
SP - 581
EP - 585
BT - Track D
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 13th International Conference on Pattern Recognition, ICPR 1996
Y2 - 25 August 1996 through 29 August 1996
ER -