1387 search results - page 109 / 278 » Variational Bayesian image modelling |
ICPR
2010
IEEE
15 years 9 months ago
2010
IEEE
We consider a simple statistical model of the image, in which the image is represented as a sum of two parts: one part is explained by an i.i.d. color Gaussian mixture and the oth...
123
click to vote
ICIP
2006
IEEE
16 years 4 months ago
2006
IEEE
This article proposes a local photometric model that compensates for specular highlights and lighting variations due to position and intensity changes. We define clearly on which ...
141
click to vote
ICPR
2002
IEEE
15 years 8 months ago
2002
IEEE
This paper presents a metric based on information theory principles that compares 3D object models to images. The metric is based on the formulation of the mutual information betw...
146
click to vote
ICCV
2007
IEEE
16 years 5 months ago
2007
IEEE
We develop nonparametric Bayesian models for multiscale representations of images depicting natural scene categories. Individual features or wavelet coefficients are marginally de...
103
Voted
ICIP
1994
IEEE
16 years 4 months ago
1994
IEEE
When dealing with ill-posed inverse problems in data analysis, the Bayesian approach allows one to use prior information to guide the result toward reasonable solutions. In this w...