Aircraft recognition
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Automatic Radar Target Recognition from Predicted HRR Range Profiles
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Objective
In this project we research new methods for the use of high-resolution radar range profiles for radar target recognition. Our research focuses on the use of radar data predicted from CAD models and electro-magnetic simulation software as prototype data for the classification of measured data. Current research topics include model simplification for real-time target recognition, and statistical analysis of the difference between measured and predicted data.
Research group members
drs. J. Portegies Zwart
dr. ir. B. Kröse
prof. dr. ir. F.C.A. Groen
Funding
This project is funded by TNO Physics and Electronics Laboratory.
Research Achievements
We described a new way of estimating mixture model parameters when the relationshiop between latent variable and feature vector is known a priori. This work was presented at the ICPR 2000 Conference in september 2000 in Barcelona, Spain.
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