44 search results - page 6 / 9 » Visual Learning Given Sparse Data of Unknown Complexity |
119
Voted
PAMI
2007
15 years 1 months ago
2007
We consider the problem of detecting a large number of different classes of objects in cluttered scenes. Traditional approaches require applying a battery of different classifier...
144
Voted
TSP
2011
14 years 8 months ago
2011
—Many complex dynamical phenomena can be effectively modeled by a system that switches among a set of conditionally linear dynamical modes. We consider two such models: the switc...
149
Voted
ACCV
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. We propose an algorithm for Sparse Bayesian Classification for multi-class problems using Automatic Relevance Determination(ARD). Unlike other approaches which treat mult...
179
Voted
VISUALIZATION
1998
IEEE
15 years 6 months ago
1998
IEEE
We are interested in feature extraction from volume data in terms of coherent surfaces and 3-D space curves. The input can be an inaccurate scalar or vector field, sampled densely...
137
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ICPR
2006
IEEE
16 years 2 months ago
2006
IEEE
Inferring 3D body pose as well as viewpoint from a single silhouette image is a challenging problem. We present a new generative model to represent shape deformations according to...