Optical moving target detection with 3-D matched filtering
- 1 July 1988
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Aerospace and Electronic Systems
- Vol. 24 (4) , 327-336
- https://doi.org/10.1109/7.7174
Abstract
Three-dimensional (3-D) matched filtering has been suggested as a powerful processing technique for detecting weak, moving optical targets immersed in a background noise field. The procedure requires the processing of entire sequences of frames of optical scenes containing the moving targets. The 3-D processor must be properly matched to the target signature and its velocity vector, but will simultaneously detect all targets to which it is matched. The results of a study to evaluate the 3-D processor are presented. Simulation results are reported which show the ability of the processor to detect targets well below the background level. These results demonstrate the capability and robustness of the processor, and show that the algorithms, although somewhat complicated, can be implemented readily. Some effects on the number of frames processed, target flight scenarios, and velocity and signature mismatch are also presented. The ability to detect multiple targets is demonstrated.Keywords
This publication has 10 references indexed in Scilit:
- Tracking and classifying multiple targets withouta prioriidentificationIEEE Transactions on Automatic Control, 1986
- Dynamic Programming Solution for Detecting Dim Moving TargetsIEEE Transactions on Aerospace and Electronic Systems, 1985
- Image Processing For Target Detection Using Data From A Staring Mosaic Ir Sensor In Geosynchronous OrbitPublished by SPIE-Intl Soc Optical Eng ,1984
- Application of Three-Dimensional Filtering to Moving Target DetectionIEEE Transactions on Aerospace and Electronic Systems, 1983
- Computer Tracking of Moving Point Targets in SpacePublished by Institute of Electrical and Electronics Engineers (IEEE) ,1981
- Background Suppression And Tracking With A Staring Mosaic SensorOptical Engineering, 1981
- System Design For A Staring Mosaic SensorPublished by SPIE-Intl Soc Optical Eng ,1980
- An algorithm for tracking multiple targetsIEEE Transactions on Automatic Control, 1979
- Tracking methods in a multitarget environmentIEEE Transactions on Automatic Control, 1978
- Generating random numbers having probability distributions occurring in signal detection problems (Corresp.)IEEE Transactions on Information Theory, 1967