4 search results - page 1 / 1 » Gaussian processes as an alternative to polynomial gaze esti... |
JEI
2010
2010
Estimating reflectance from multispectral camera responses based on partial least-squares regression
12 years 11 months ago
Abstract. In multispectral imaging systems, the accuracy of reflectance estimation can be degraded by the nonlinearity in imaging process, which is due to non-Gaussian distribution...
ICIP
2009
IEEE
13 years 2 months ago
2009
IEEE
The estimation of high-dimensional probability density functions (PDFs) is not an easy task for many image processing applications. The linear models assumed by widely used transf...
TSP
2012
11 years 12 months ago
2012
—We consider distributed estimation of the inverse covariance matrix in Gaussian graphical models. These models factorize the multivariate distribution and allow for efficient d...
RAS
2010
13 years 2 months ago
2010
We present a novel approach to estimating depth from single omnidirectional camera images by learning the relationship between visual features and range measurements available dur...