DocumentCode :
1690891
Title :
Performance evaluation of a 2/2×m/n logic for track formation in clutter using a bi-band imaging sensor
Author :
Dezert ; Kirubarajan, T.
Author_Institution :
ONERA, Chatillon, France
fYear :
1999
fDate :
6/21/1905 12:00:00 AM
Abstract :
In this paper, an extension of cascaded logic track formation for bi-band imaging sensors was presented. The proposed performance evaluation technique avoids the need for extensive simulations and is applicable to both AND/OR fusion rules on the two images. This new technique can be used to select logic parameters based on the desired true track detection and false track acceptance probabilities. It was shown that for a given bi-band 2/2×m/n cascaded logic, the probability of true track acceptance can be improved by choosing the OR fusion rule whereas the probability of false track acceptance can be reduced by choosing the AND fusion rule. It is not possible to increase the true track probability and decrease the false track probability simultaneously by using the same fusion rule
Keywords :
optical tracking; 2/2×m/n logic; AND/OR fusion rules; IR imaging sensor; Markov chains; bi-band imaging sensor; cascaded logic track formation; data fusion; dynamic model; false track acceptance probability; image fusion; local track fusion; logic-based pixel fusion; performance evaluation; state transition probability; surveillance; thresholded images; track formation in clutter; true track detection probability;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Target Tracking: Algorithms and Applications (Ref. No. 1999/090, 1999/215), IEE Colloquium on
Conference_Location :
London
Type :
conf
DOI :
10.1049/ic:19990516
Filename :
827261
Link To Document :
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