TY - GEN
T1 - Rejection algorithm for mixed Chinese/English outliers
AU - Xia, Yong
AU - Wang, Kuanquan
AU - Xu, Yongdong
PY - 2010
Y1 - 2010
N2 - This paper introduces several algorithms of character outlier rejection, which include algorithm based on estimation of recognition confidence and algorithm based on ONE-CLASS SVM. As for the former, confidence estimation of classifier based on distance is discussed, which includes algorithms based on Bayes and empirical rules. Lots of experiments are done based on different rejection algorithms, and the results are given in the end. Some key problems are presented and some solutions are recommended.
AB - This paper introduces several algorithms of character outlier rejection, which include algorithm based on estimation of recognition confidence and algorithm based on ONE-CLASS SVM. As for the former, confidence estimation of classifier based on distance is discussed, which includes algorithms based on Bayes and empirical rules. Lots of experiments are done based on different rejection algorithms, and the results are given in the end. Some key problems are presented and some solutions are recommended.
KW - Bayes posteriori probability
KW - Character outlier rejection
KW - Empirical rules
KW - ONE-CLASS SVM
UR - https://www.scopus.com/pages/publications/78651275278
U2 - 10.1109/ICICISYS.2010.5658623
DO - 10.1109/ICICISYS.2010.5658623
M3 - 会议稿件
AN - SCOPUS:78651275278
SN - 9781424465835
T3 - Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
SP - 415
EP - 418
BT - Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
T2 - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010
Y2 - 29 October 2010 through 31 October 2010
ER -