An Efficient Feature Eztraction and Dimensionality Reduction Scheme for the Vitreous Arabic Numerals Recognition
In this paper, we present an on-line methodology for the Arabic Numeral Character recognition based on efficient feature extraction followed by a suitable feature vector dimensionality reduction scheme. We have designed a novel system for the recognition of vitreous digits. This new system aims at attaining a very high recognition rate and a very high reliability at the same time, in other words, achieving an excellent recognition performance of vitreous Arabic numeral character. Experiments conducted on the same or similar characters feature extractions are shown with encouraging results: a high reliability of 83.5％ with the first recognition, and a 98.62％ correct recognition rate without rejection in the last cascade layer.
efficient feature eztraction dimensionality reduction scheme Vitreous Arabic Numerals recognition
TANG Bo SHI Yikai WANG Huan
School of Mechatronics Engineering, Northwestern Polytechnical University, Xian 710072, China
国际会议
第八届国际测试技术研讨会(8th International Symposium on Test and Measurement)
重庆
英文
1404-1407
2009-08-01（万方平台首次上网日期，不代表论文的发表时间）