TY - GEN
T1 - An improved two-layer SOM classifier for handwritten numeral recognition
AU - Lu, Shujing
AU - Tu, Xiao
AU - Lu, Yue
PY - 2008
Y1 - 2008
N2 - In the past several years, we've been developing a high performance two-layer SOM classifier for handwritten Bangla numeral recognition. We have reported previously the structure and the learning algorithm of the two-layer SOM. In this paper, we fuse the outputs of the second layer SOMs to improve the classification ability, based on confidence coefficient of the SOMs in the second layer. Experimental results on the numeral images obtained from real Bangladesh envelopes have proved the validity of the proposed method.
AB - In the past several years, we've been developing a high performance two-layer SOM classifier for handwritten Bangla numeral recognition. We have reported previously the structure and the learning algorithm of the two-layer SOM. In this paper, we fuse the outputs of the second layer SOMs to improve the classification ability, based on confidence coefficient of the SOMs in the second layer. Experimental results on the numeral images obtained from real Bangladesh envelopes have proved the validity of the proposed method.
UR - https://www.scopus.com/pages/publications/51849088175
U2 - 10.1109/CIT.2008.4594703
DO - 10.1109/CIT.2008.4594703
M3 - 会议稿件
AN - SCOPUS:51849088175
SN - 9781424423583
T3 - Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008
SP - 367
EP - 371
BT - Proceedings - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008
T2 - 2008 IEEE 8th International Conference on Computer and Information Technology, CIT 2008
Y2 - 8 July 2008 through 11 July 2008
ER -