1864 search results - page 128 / 373 » Modeling Classification and Inference Learning |
95
Voted
MICCAI
2009
Springer
16 years 1 months ago
2009
Springer
A new algorithm is presented for the automatic segmentation and classification of brain tissue from 3D MR scans. It uses discriminative Random Decision Forest classification and ta...
117
Voted
RECOMB
2004
Springer
16 years 1 months ago
2004
Springer
Abstract. We present an approach to inferring probabilistic models of generegulatory networks that is intended to provide a more mechanistic representation of transcriptional regul...
104
Voted
ACCV
2007
Springer
15 years 7 months ago
2007
Springer
We consider the problem of monocular 3d body pose tracking from video sequences. This task is inherently ambiguous. We propose to learn a generative model of the relationship of bo...
132
Voted
CVPR
2012
IEEE
13 years 3 months ago
2012
IEEE
In this paper, a new Mixture model of Dynamic pedestrian-Agents (MDA) is proposed to learn the collective behavior patterns of pedestrians in crowded scenes. Collective behaviors ...
103
click to vote
CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
Conditional Random Field models have proved effective for several low-level computer vision problems. Inference in these models involves solving a combinatorial optimization probl...