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Optics Express

Optics Express

  • Editor: Andrew M. Weiner
  • Vol. 21, Iss. 24 — Dec. 2, 2013
  • pp: 29283–29297

Sensitive test for sea mine identification based on polarization-aided image processing

I. Leonard, A. Alfalou, and C. Brosseau  »View Author Affiliations


Optics Express, Vol. 21, Issue 24, pp. 29283-29297 (2013)
http://dx.doi.org/10.1364/OE.21.029283


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Abstract

Techniques are widely sought to detect and identify sea mines. This issue is characterized by complicated mine shapes and underwater light propagation dependencies. In a preliminary study we use a preprocessing step for denoising underwater images before applying the algorithm for mine detection. Once a mine is detected, the protocol for identifying it is activated. Among many correlation filters, we have focused our attention on the asymmetric segmented phase-only filter for quantifying the recognition rate because it allows us to significantly increase the number of reference images in the fabrication of this filter. Yet they are not entirely satisfactory in terms of recognition rate and the obtained images revealed to be of low quality. In this report, we propose a way to improve upon this preliminary study by using a single wavelength polarimetric camera in order to denoise the images. This permits us to enhance images and improve depth visibility. We present illustrative results using in situ polarization imaging of a target through a milk-water mixture and demonstrate that our challenging objective of increasing the detection rate and decreasing the false alarm rate has been achieved.

© 2013 Optical Society of America

OCIS Codes
(100.5010) Image processing : Pattern recognition
(110.0113) Imaging systems : Imaging through turbid media
(110.5405) Imaging systems : Polarimetric imaging

ToC Category:
Image Processing

History
Original Manuscript: September 18, 2013
Revised Manuscript: October 26, 2013
Manuscript Accepted: October 26, 2013
Published: November 19, 2013

Virtual Issues
Vol. 9, Iss. 2 Virtual Journal for Biomedical Optics

Citation
I. Leonard, A. Alfalou, and C. Brosseau, "Sensitive test for sea mine identification based on polarization-aided image processing," Opt. Express 21, 29283-29297 (2013)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-21-24-29283


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