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Signature adaptive target detection and threshold selection for constant false alarm rate

[+] Author Affiliations
Frank Crosby

Naval Surface Warfare Center, Dahlgren Division, Panama City, Florida

J. Electron. Imaging. 14(3), 033009 (July 29, 2005). doi:10.1117/1.1995710
History: Received October 15, 2002; Revised February 12, 2004; Accepted March 17, 2005; Published July 29, 2005; Online July 29, 2005
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A constant false alarm rate (CFAR) detection algorithm and a threshold selection algorithm are adapted and developed for use in multiband-image small-target detection. While it is often difficult to predict the spectral signatures of targets, the shape of the target may be known. This detection algorithm exploits geometric target features and spectral differences between the target and the surrounding area. The detection algorithm is derived from a general statistical model of the data with most emphasis on the background. The utility of CFAR algorithms is that the selection of a detection threshold can be made independently of image intensity. However, varied applications of the algorithms show that detection values are dependent on the scene adherence to the model. Achieving a CFAR in applications is very difficult. The threshold for a desired number of false alarms fluctuates with differing backgrounds. By appropriately mapping observations to the model, an automatic threshold selection algorithm is shown. Combining the CFAR-detection algorithm with the threshold selection algorithm produces a reliable constant false alarm rate.

© 2005 SPIE and IS&T

Citation

Frank Crosby
"Signature adaptive target detection and threshold selection for constant false alarm rate", J. Electron. Imaging. 14(3), 033009 (July 29, 2005). ; http://dx.doi.org/10.1117/1.1995710


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