Scalable information-optimal compressive target recognition

Scalable information-optimal compressive target recognition

We present a scalable information-optimal compressive imager optimized for the target classification task, discriminating between two target classes. Compressive projections are optimized using the Cauchy-Schwarz Mutual Information (CSMI) metric, which provides an upper-bound to the probability of e...

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Bibliographic Details
Main Authors: Kerviche, Ronan, Ashok, Amit
Other Authors: Univ Arizona, Coll Opt Sci
Language:en
Published: SPIE-INT SOC OPTICAL ENGINEERING 2016
Subjects:
Compressive Imaging
Classification
Cauchy-Schwarz Mutual Information
Target Recognition
Online Access:Scalable information-optimal compressive target recognition ", Proc. SPIE 9870, Computational Imaging, 987008 (May 20, 2016); doi:10.1117/12.2228570; http://dx.doi.org/10.1117/12.2228570
http://hdl.handle.net/10150/621547
http://arizona.openrepository.com/arizona/handle/10150/621547

Internet

Scalable information-optimal compressive target recognition ", Proc. SPIE 9870, Computational Imaging, 987008 (May 20, 2016); doi:10.1117/12.2228570; http://dx.doi.org/10.1117/12.2228570
http://hdl.handle.net/10150/621547
http://arizona.openrepository.com/arizona/handle/10150/621547

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