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4 May 2009 An interactive graphical performance analysis tool for hyperspectral exploitation evaluations
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Abstract
The nature of hyperspectral exploitation systems is such that a set of spectral imagery - and possibly a priori information such as a supplied library of target spectral signatures - is ingested into an algorithm and a series of responses is output. These responses must be scored for their accuracy against known target locations in the image set, from which algorithm performance is then determined. We propose, implement, and demonstrate a new environment for visualizing this process, which will aid not only the evaluator but also the algorithm developer in better understanding, characterizing, and improving system performance, be it that of an anomaly detection, change detection, or material identification algorithm.
© (2009) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Karmon Vongsy, Jason Kaufman, and Philip M. Hanna "An interactive graphical performance analysis tool for hyperspectral exploitation evaluations", Proc. SPIE 7335, Automatic Target Recognition XIX, 73350E (4 May 2009); https://doi.org/10.1117/12.819106
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