606 search results - page 73 / 122 » Combinatorial Markov Random Fields |
95
Voted
ICPR
2008
IEEE
15 years 7 months ago
2008
IEEE
In this work we introduce a probabilistic model for classifying segmented images. The proposed classifier is very general and it can deal both with images that were segmented wit...
96
Voted
WACV
2007
IEEE
15 years 7 months ago
2007
IEEE
We present a method for the simultaneous detection and segmentation of objects from static images. We employ lowlevel contour features that enable us to learn the coarse object sh...
70
Voted
ISNN
2005
Springer
15 years 6 months ago
2005
Springer
Contextual information and a priori knowledge play important roles in image segmentation based on neural networks. This paper proposed a method for including contextual information...
116
click to vote
ICML
2004
IEEE
15 years 6 months ago
2004
IEEE
We introduce a new perceptron-based discriminative learning algorithm for labeling structured data such as sequences, trees, and graphs. Since it is fully kernelized and uses poin...
102
Voted
WACV
2002
IEEE
15 years 5 months ago
2002
IEEE
In this paper a range synthesis algorithm is proposed as an initial solution to the problem of 3D environment modeling from sparse data. We develop a statistical learning method f...