203 search results - page 29 / 41 » Hierarchical Gaussian Process Regression |
136
Voted
NIPS
2008
15 years 1 months ago
2008
Stochastic relational models (SRMs) [15] provide a rich family of choices for learning and predicting dyadic data between two sets of entities. The models generalize matrix factor...
122
Voted
TIP
2008
15 years 9 days ago
2008
In this paper, we propose a hierarchical color correction algorithm for enhancing the color of digital images obtained from low quality digital image capture devices such as cell ...
107
Voted
ICIP
2001
IEEE
16 years 2 months ago
2001
IEEE
This paper introduces multi-scale tree-based approaches to image segmentation, using Rissanen's coding theoretic minimum description length (MDL) principle to penalize overly...
115
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ICASSP
2009
IEEE
15 years 7 months ago
2009
IEEE
In this paper, a data-driven extension of the variational algorithm is proposed. Based on a few selected sensors, target tracking is performed distributively without any informati...
114
Voted
ICASSP
2010
IEEE
15 years 18 days ago
2010
IEEE
This work exploits several machine-learning techniques to address the problem of image-quality prediction of synthetic aperture sonar (SAS) imagery. The objective is to predict th...