DocumentCode
2299986
Title
On hypothesis testing in multidimensional outlier detection
Author
Pokrajac, D. ; Milutinovich, J. ; Jankovic, D.
Author_Institution
Dept. of Comput. & Inf. Sci., Delaware State Univ., Newark, DE, USA
Volume
2
fYear
2003
fDate
1-3 Oct. 2003
Firstpage
530
Abstract
In this paper we derive statistical test for multidimensional outlier detection and illustrate its application in video surveillance and quality control domains.
Keywords
Gaussian distribution; quality control; statistical testing; surveillance; video signal processing; hypothesis testing; multidimensional outlier detection; quality control domain; statistical test; video surveillance; Covariance matrix; Eigenvalues and eigenfunctions; Gaussian distribution; Jacobian matrices; Multidimensional systems; Quality control; Random variables; Testing; USA Councils; Video surveillance;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications in Modern Satellite, Cable and Broadcasting Service, 2003. TELSIKS 2003. 6th International Conference on
Print_ISBN
0-7803-7963-2
Type
conf
DOI
10.1109/TELSKS.2003.1246282
Filename
1246282
Link To Document