DocumentCode
3376735
Title
The application of V-system in visualization of multidimensional data
Author
Song, Ruixia ; Zhao, Zhaoxia ; Wang, Xiaochun
Author_Institution
Coll. of Sci., North China Univ. of Technol., Beijing, China
fYear
2009
fDate
19-21 Aug. 2009
Firstpage
170
Lastpage
173
Abstract
Chernoff face is a technique of multidimensional data visualization in multivariate statistics. This paper proposes a new method to quantify the overall features of Chernoff faces, and presents a new programmed method for clustering Chernoff faces. Using this method misjudgment caused by human eyes can be avoided. Moreover, people can further evaluate the samples if the evaluation standard is given. The results of the experimental tests indicate that this method is effective and useful.
Keywords
data visualisation; face recognition; pattern clustering; statistical analysis; Chernoff face clustering; Chernoff face technique; V-system; multidimensional data visualization; multivariate statistics; Data visualization; Educational institutions; Eyes; Face; Forestry; Humans; Multidimensional systems; Space technology; Statistics; Testing; Chernoff faces; Clustering; Data visualization; V-system;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Aided Design and Computer Graphics, 2009. CAD/Graphics '09. 11th IEEE International Conference on
Conference_Location
Huangshan
Print_ISBN
978-1-4244-3699-6
Electronic_ISBN
978-1-4244-3701-6
Type
conf
DOI
10.1109/CADCG.2009.5246911
Filename
5246911
Link To Document