Title :
A new ΔT metric evaluation for target and background under various statistics
Author :
Choe, Howard C. ; Meitzler, Thomas ; Gerhart, Grant
Author_Institution :
Avionics Syst. & Technol., Battelle Memorial Inst., Columbus, OH, USA
Abstract :
To generate images to assess the detection performance of thermal imaging systems and countermeasured platform signatures, a method to characterize the background and target is required so that their signatures can be statistically matched. Current methods use an area-weighted average temperature difference (AWAΔT), which is regarded as inadequate in representing observer´s sensitivity to the inherent detection cues of the target/background/clutter signatures. In an effort to identify a more robust and accurate ΔT metric definition for statistical background and target matching, Battelle developed a new ΔT metric definition and equation using RMS pixel-based higher order statistics for the background and target signature pixel data in a scene image. This new ΔT metric is evaluated using images under various target and background statistics, for example, combinations of exponential, Gaussian, log-normal, and Rice distributions. The metric is also compared to other metrics. This new ΔT metric provides a better estimate of true signature difference between the background/clutter and target, enabling more accurate matching of the background/clutter and target for use in sensor detection performance assessment
Keywords :
Gaussian distribution; clutter; electronic countermeasures; exponential distribution; infrared imaging; log normal distribution; optical radar; surveillance; target tracking; ΔT metric definition; Gaussian distributions; RMS pixel-based higher order statistics; Rice distributions; background characterization; clutter signatures; countermeasured platform signatures; exponential distributions; log-normal distributions; pixel data; scene image; sensor detection performance assessment; signature difference; signature matching; target characterisation; thermal imaging systems; Equations; Fluctuations; Humans; Layout; Pixel; Random number generation; Software measurement; Statistical distributions; Statistics; Temperature;
Conference_Titel :
Circuits and Systems, 1993., Proceedings of the 36th Midwest Symposium on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-1760-2
DOI :
10.1109/MWSCAS.1993.343060