5 search results - page 1 / 1 » Bayesian color constancy revisited |
CVPR
2008
IEEE
14 years 6 months ago
2008
IEEE
Computational color constancy is the task of estimating the true reflectances of visible surfaces in an image. In this paper we follow a line of research that assumes uniform illu...
ICPR
2002
IEEE
14 years 5 months ago
2002
IEEE
NIPS
2003
13 years 6 months ago
2003
We present a Bayesian approach to color constancy which utilizes a nonGaussian probabilistic model of the image formation process. The parameters of this model are estimated direc...
ICCV
1995
IEEE
13 years 8 months ago
1995
IEEE
Computational vision algorithms are often developed in a Bayesian framework. Two estimators are commonly used: maximum a posteriori (MAP), and minimum mean squared error (MMSE). W...
CVPR
2001
IEEE
14 years 6 months ago
2001
IEEE
Outdoor scene classification is challenging due to irregular geometry, uncontrolled illumination, and noisy reflectance distributions. This paper discusses a Bayesian approach to ...