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
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;
Conference_Titel :
Telecommunications in Modern Satellite, Cable and Broadcasting Service, 2003. TELSIKS 2003. 6th International Conference on
Print_ISBN :
0-7803-7963-2
DOI :
10.1109/TELSKS.2003.1246282
