Method for enhancing visibility of hazy images based on polarimetric imaging

A novel polarimetric dehazing method is proposed based on three linear polarization images (0°, 45°, and 90°). The polarization orientation angle of the light scattered by the haze particles is introduced in the algorithm. No additional image-processing algorithm is needed in the postprocessing. It is found that the dehazed image suffers from little noise and the details of the objects close to the observer can be preserved well. In addition, this algorithm is also proved to be useful for preserving image colors. Experimental results demonstrate that such an algorithm has some universality in handling all kinds of haze. We think that this robust algorithm might be very suitable for real-time dehazing.

[1]  Jian Sun,et al.  Single image haze removal using dark channel prior , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

[2]  Philippe Clemenceau,et al.  Compact and robust linear Stokes polarization camera , 2008, SPIE Defense + Commercial Sensing.

[3]  Jason Mudge,et al.  Near-infrared simultaneous Stokes imaging polarimeter: integration, field acquisitions, and instrument error estimation , 2011, Optical Engineering + Applications.

[4]  Yoav Y Schechner,et al.  Skyless polarimetric calibration and visibility enhancement. , 2009, Optics express.

[5]  Angelo Pierangelo,et al.  Polarimetric Imaging for Cancer Diagnosis and Staging , 2012 .

[6]  Firooz A. Sadjadi,et al.  Remote sensing using passive infrared Stokes parameters , 2004 .

[7]  Shree K. Nayar,et al.  Polarization-based vision through haze , 2003 .

[8]  J. Perreault Triple Wollaston-prism complete-Stokes imaging polarimeter. , 2013, Optics letters.

[9]  Sabine Süsstrunk,et al.  Color image dehazing using the near-infrared , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).

[10]  R. Chipman,et al.  Liquid crystal polymer full-stokes division of focal plane polarimeter. , 2012, Optics express.

[11]  Ko Nishino,et al.  Bayesian Defogging , 2012, International Journal of Computer Vision.

[12]  Yoav Y. Schechner,et al.  Advanced visibility improvement based on polarization filtered images , 2005, SPIE Optics + Photonics.

[13]  Daniel A. Lavigne,et al.  Target discrimination of man-made objects using passive polarimetric signatures acquired in the visible and infrared spectral bands , 2011, Optical Engineering + Applications.

[14]  K. A. Bachman,et al.  Spiral plasmonic nanoantennas as circular polarization transmission filters. , 2012, Optics express.

[15]  Yoav Y. Schechner,et al.  Active Polarization Descattering , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[16]  Shree K. Nayar,et al.  Instant dehazing of images using polarization , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[17]  Jason Mudge,et al.  Real time polarimetric dehazing. , 2013, Applied optics.

[18]  Yoav Y. Schechner,et al.  Blind Haze Separation , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).