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DSMML
2004
Springer
15 years 5 months ago
Understanding Gaussian Process Regression Using the Equivalent Kernel
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...
Peter Sollich, Christopher K. I. Williams
ICIP
2006
IEEE
16 years 1 months ago
Light and Fast Statistical Motion Detection Method Based on Ergodic Model
In this paper, we propose a light and fast pixel-based statistical motion detection method based on a background subtraction procedure. The statistical representation of the backg...
Pierre-Marc Jodoin, Max Mignotte, Janusz Konrad
96
Voted
ICIP
2006
IEEE
16 years 1 months ago
Image Denoising with an Orientation-Adaptive Gaussian Scale Mixture Model
David K. Hammond, Eero P. Simoncelli
95
Voted
ICIP
2003
IEEE
16 years 1 months ago
Image restoration using Gaussian scale mixtures in the wavelet domain
Javier Portilla, Eero P. Simoncelli