273 search results - page 4 / 55 » Building a better probabilistic model of images by factoriza... |
SDM
2012
SIAM
11 years 8 months ago
2012
SIAM
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
ICB
2009
Springer
13 years 10 months ago
2009
Springer
Abstract. In this paper, we target at face gender classification on consumer images in a multiethnic environment. The consumer images are much more challenging, since the faces cap...
ICIP
2005
IEEE
14 years 7 months ago
2005
IEEE
We present a novel and intuitive framework for building modular vision systems for complex tasks such as surveillance applications. Inspired by graphical models, especially factor...
ICIP
2008
IEEE
14 years 7 months ago
2008
IEEE
In this paper, we present a patch-based variational Bayesian framework of image processing using the language of factor graphs (FGs). The variable and factor nodes of FGs represen...
IVCNZ
1998
13 years 7 months ago
1998
Traditional scenario of probabilistic modelling is directed at generating samples having a given probability distribution. We argue that this scenario is impracticable for image m...