Implications and mitigation of model mismatch and covariance contamination for hyperspectral chemical agent detection

Most chemical gas detection algorithms for long-wave infrared hyperspectral images assume a gas with a perfectly known spectral signature. In practice, the chemical signature is either imperfectly measured and/or exhibits spectral variability due to temperature variations and Beers law. The performa...

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Bibliographic Details
Main Authors: Niu, Sidi, Golowich, Steven E., Ingle, Vinay K., Manolakis, Dimitris G.
Other Authors: Lincoln Laboratory
Format: Article
Language:en_US
Published: SPIE 2013
Online Access:http://hdl.handle.net/1721.1/78596