Title :
Algorithms for scene restoration and visibility estimation from aerosol scatter impaired images
Author :
Rao, Raghuveer ; Lee, Seungsin
Author_Institution :
Rochester Inst. of Technol., NY, USA
Abstract :
Attenuation and backscatter from aerosol suspension in the atmosphere cause drop in visibility which manifests as haziness or fogginess in images captured of objects at a distance, especially from airborne cameras. Two iterative algorithms, based on a physical model relating image intensity to ground reflectance as a function of the scatter process, are developed to restore the images and estimate the scatter coefficient. The algorithms are guaranteed to converge to unique solutions. Examples are provided with synthetic and real data.
Keywords :
aerosols; backscatter; cameras; image resolution; image restoration; visibility; aerosol scatter impaired images; aerosol suspension; airborne cameras; attenuation; backscatter; fogginess; ground reflectance; haziness; image intensity; iterative algorithms; scatter coefficient estimation; scene restoration; visibility estimation; Aerosols; Atmosphere; Atmospheric modeling; Attenuation; Backscatter; Cameras; Image restoration; Iterative algorithms; Layout; Scattering;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1529904