期刊文献+

一种低能见度图像的盲分离复原算法

A Blind Separation Restoration Algorithm of Low Visibility Image
下载PDF
导出
摘要 低能见度情况下(雾、霾),图像不清晰的主要原因是大气变化的对比度下降,这是由于大气悬浮颗粒散射造成的.针对退化图像中针对针对散射光的分离,在假定图像由独立散射光谱组成的基础上,通过对散射光偏振分析,提出一种盲参数估计分离散射光算法,来实现低能见度图像的复原.实验表明,该算法可以取得较好的复原效果. In low visibility conditions(fog and haze),the main reason for the image is not clear is that the contrast of the atmosphere change fall,which is resulted from the scattering of the atmospheric suspended particles.Aiming at the separation of the scattering light in the degradated image,on the basis of the assuming image is composed of the independent scattering spectrum,by analysis of the scattering light polarization,putting forward a algorithm of blind parameter estimating separated scattering light to recover the low visibility image.Experiments have showed that the use of the algorithm can obtain a better recovery results.
出处 《微电子学与计算机》 CSCD 北大核心 2009年第5期152-155,共4页 Microelectronics & Computer
基金 国家自然科学基金项目(50535030)
关键词 低能见度图像 大气散射 盲分离复原 low visibility image atmospheric scattering blind separation restoration
  • 相关文献

参考文献7

  • 1Garg K, Nayar S K. Detection and removal of rain from videos [ C ]// Proc. IEEE International Comference on Computer Vision. New York, NY, USA, Columbia Univ. , 2004( 1 ) : 528 - 535.
  • 2Kocak D M, Caimi F M. The current art of underwater imaging with a glimpse of the past[J]. MTS Journal, 2005(39) :5 - 26.
  • 3Namer E, Schechner Y Y. Advanced visibility improvement based on polarization filtered images[ C]//Proc. International Society for Optical Engineering, Technion - Israel Institute of Technology. Haifa, 2005:36- 45.
  • 4Schechner Y Y, Narasimhan S G, Nayar S K. Polarization -based vision through haze [J ]. Applied Optics, 2003 (42) :511 - 525.
  • 5Sarel B, Irani M. Separating transparent layers through layer information exchange[C]//Proc. Eumpeon Conference on Computer Vision. Berlin: Springer, 2004:328 - 341.
  • 6Schechner Y Y, Shamir J, Kiryati N. Polarization and statistical analysis of scenes containing a semi- reflector[J ]. Optical Society of America, 2000 (17) : 276 - 284.
  • 7Narasimhan S G, Nayar S K. Vision and the atmosphere [J]. International Journal of Computer Vision, 2002(48) : 233 - 254.

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部