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Multi-scale statistical detection and ballistic imaging through turbid media

Publication ,  Journal Article
Farsiu, S; Milanfar, P
Published in: Proceedings - International Conference on Image Processing, ICIP
December 1, 2006

We exploit recent advances in the physical design of fast optical systems which enable active imaging with "ballistic" light. In this modality, fast bursts of optical energy are propagated into a medium, and the ballistic component of light (which travels with minimal diffusive distortion) is detected after transmission through the target and the medium. To improve the detection rate of the common single pixel optimal detectors, we exploit sampling at a diversity of locations in space, and develop a multi-scale algorithm based upon the Generalized Likelihood Ratio Test (GLRT) framework, which takes advantage of the spatial correlation of nearby samples. Experimental results show that objects of different size and shape that are completely unrecognizable using the common single pixel detection techniques, are detectable with very high accuracy using the said multi-scale GLRT technique. © 2007 IEEE.

Duke Scholars

Published In

Proceedings - International Conference on Image Processing, ICIP

DOI

ISSN

1522-4880

Publication Date

December 1, 2006

Volume

3
 

Citation

APA
Chicago
ICMJE
MLA
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Farsiu, S., & Milanfar, P. (2006). Multi-scale statistical detection and ballistic imaging through turbid media. Proceedings - International Conference on Image Processing, ICIP, 3. https://doi.org/10.1109/ICIP.2007.4379365
Farsiu, S., and P. Milanfar. “Multi-scale statistical detection and ballistic imaging through turbid media.” Proceedings - International Conference on Image Processing, ICIP 3 (December 1, 2006). https://doi.org/10.1109/ICIP.2007.4379365.
Farsiu S, Milanfar P. Multi-scale statistical detection and ballistic imaging through turbid media. Proceedings - International Conference on Image Processing, ICIP. 2006 Dec 1;3.
Farsiu, S., and P. Milanfar. “Multi-scale statistical detection and ballistic imaging through turbid media.” Proceedings - International Conference on Image Processing, ICIP, vol. 3, Dec. 2006. Scopus, doi:10.1109/ICIP.2007.4379365.
Farsiu S, Milanfar P. Multi-scale statistical detection and ballistic imaging through turbid media. Proceedings - International Conference on Image Processing, ICIP. 2006 Dec 1;3.

Published In

Proceedings - International Conference on Image Processing, ICIP

DOI

ISSN

1522-4880

Publication Date

December 1, 2006

Volume

3