Title :
A New Statistically Uncorrelated Discriminant Plane
Author :
Xiao-jun, Wu ; Shi-Tong, Wang ; Yu-Jie, Zheng ; Dong-Jun, Yu ; Jing-Yu, Yang
Author_Institution :
Sch. of Electron. & Inf., Jiangsu Univ. of Sci. & Technol., Zhenjiang
Abstract :
We present a study on the statistically uncorrelated optimal discriminant plane in this paper. A new concise formula for finding the statistically uncorrelated optimal discriminant plane has been developed, which overcomes the shortcoming of Jin´s statistically uncorrelated optimal discriminant plane. The numerical experiments conducted on IRIS data verify the correctness of the above statements
Keywords :
feature extraction; statistical analysis; Fisher linear discriminant analysis; IRIS data; feature extraction; statistically uncorrelated optimal discriminant plane; Covariance matrix; Face recognition; Feature extraction; Iris; Linear discriminant analysis; Pattern analysis; Pattern recognition; Performance analysis; Scattering; Vectors;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614727
