DocumentCode
442782
Title
Estimation of spatially varying illumination in hyperspectral images
Author
Rouse, D.M. ; Trussell, H.J.
Author_Institution
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
Volume
2
fYear
2005
fDate
11-14 Sept. 2005
Abstract
While images often contain only one illumination source, objects in the scene are illuminated by varying intensities of that illuminant. We show that the illuminant can be estimated using a few known reflectances within an image taken with a hyperspectral camera. The method relies on projection to a non-convex constraint set, as well as to convex constraint sets. Simulations and tests on actual hyperspectral images show the method is effective.
Keywords
cameras; geophysical signal processing; lighting; reflectivity; hyperspectral camera; hyperspectral images; nonconvex constraint set; reflectances; spatially varying illumination; Atmosphere; Estimation theory; Hyperspectral imaging; Infrared spectra; Layout; Lighting; Object detection; Reflectivity; Satellites; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530158
Filename
1530158
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