378 search results - page 29 / 76 » Modeling and Estimation for a Class of Multiresolution Rando... |
105
Voted
JMLR
2010
14 years 9 months ago
2010
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
133
Voted
CVPR
2010
IEEE
15 years 11 months ago
2010
IEEE
Markov random fields (MRFs) are popular and generic probabilistic models of prior knowledge in low-level vision. Yet their generative properties are rarely examined, while applica...
123
Voted
AAAI
2008
15 years 5 months ago
2008
We propose a new discriminative framework, namely Hidden Dynamic Conditional Random Fields (HDCRFs), for building probabilistic models which can capture both internal and external...
133
click to vote
CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
We propose an algorithm for estimating disparity and occlusion in stereo video sequences. The algorithm defines a prior on sequences of disparity maps using a 3D Markov random fie...
113
Voted
CVPR
2006
IEEE
15 years 8 months ago
2006
IEEE
In this paper, we present a generative model based approach to solve the multi-view stereo problem. The input images are considered to be generated by either one of two processes:...