164 search results - page 26 / 33 » Heteroscedastic Gaussian process regression |
133
Voted
ICIP
2001
IEEE
16 years 5 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...
154
Voted
ICASSP
2009
IEEE
15 years 10 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...
137
Voted
ICASSP
2010
IEEE
15 years 3 months 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...
143
Voted
JMS
2010
15 years 2 months ago
2010
This work studies the impact of using dynamic information as features in a machine learning algorithm for the prediction task of classifying critically ill patients in two classes ...
163
Voted
RAS
2010
15 years 2 months ago
2010
We present a novel approach to estimating depth from single omnidirectional camera images by learning the relationship between visual features and range measurements available dur...