203 search results - page 13 / 41 » Hierarchical Gaussian Process Regression |
149
Voted
CVPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Automatic age estimation from facial images has aroused research interests in recent years due to its promising potential for some computer vision applications. Among the methods ...
118
Voted
ICIP
2006
IEEE
16 years 5 months ago
2006
IEEE
We propose a simple nonparametric linear regression tool, known as kernel regression (KR), to estimate the illumination chromaticity. We design a Gaussian kernel whose bandwidth i...
132
Voted
BMVC
2002
15 years 5 months ago
2002
Recently, there have been several attempts at creating `video textures', that is, synthesising new (potentially infinitely long) video clips based on existing ones. One way t...
145
Voted
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Stationarity is often an unrealistic prior assumption for Gaussian process regression. One solution is to predefine an explicit nonstationary covariance function, but such covaria...
104
Voted
IDEAL
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Gaussian processes have been favourably compared to backpropagation neural networks as a tool for regression. We show that a recurrent neural network can implement exact ...