644 search results - page 81 / 129 » Robust Bayesian Mixture Modelling |
104
Voted
IDA
2009
Springer
15 years 5 months ago
2009
Springer
We investigate the problem of source separation in images in the Bayesian framework using the color channel dependencies. As a case in point we consider the source separation of co...
127
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Inference in graphical models has emerged as a promising technique for planning. A recent approach to decision-theoretic planning in relational domains uses forward inference in d...
100
Voted
AAAI
2012
13 years 3 months ago
2012
Existing clustering methods can be roughly classified into two categories: generative and discriminative approaches. Generative clustering aims to explain the data and thus is ad...
122
Voted
ICASSP
2008
IEEE
15 years 7 months ago
2008
IEEE
Phoneme set clustering of accurate modeling is important in the task of multilingual speech recognition, especially when each of the available language training corpora is mismatc...
122
Voted
ICCV
2003
IEEE
16 years 2 months ago
2003
IEEE
We present an image-based approach to infer 3D structure parameters using a probabilistic "shape+structure" model. The 3D shape of an object class is represented by sets...