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147
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IWANN
2005
Springer
15 years 10 months ago
Manifold Constrained Finite Gaussian Mixtures
In many practical applications, the data is organized along a manifold of lower dimension than the dimension of the embedding space. This additional information can be used when le...
Cédric Archambeau, Michel Verleysen
126
Voted
ICIAR
2004
Springer
15 years 10 months ago
Nonparametric Impulsive Noise Removal
In this paper the problem of nonparametric impulsive noise removal in multichannel images is addressed. The proposed filter class is based on the nonparametric estimation of the d...
Bogdan Smolka, Rastislav Lukac
PR
2006
106views more  PR 2006»
15 years 5 months ago
The solutions of equation-based noise detector for an adaptive median filter
Techniques of noise detection have been widely applied in impulse noise reduction. However, the phenomenon of pixel misclassification is very obvious in high noise density. In ord...
Shi-Qiang Yuan, Yong-Hong Tan
TIT
2008
89views more  TIT 2008»
15 years 4 months ago
Joint Fixed-Rate Universal Lossy Coding and Identification of Continuous-Alphabet Memoryless Sources
Abstract--The problem of joint universal source coding and density estimation is considered in the setting of fixed-rate lossy coding of continuous-alphabet memoryless sources. For...
Maxim Raginsky
CGF
2007
168views more  CGF 2007»
15 years 4 months ago
Global Illumination using Photon Ray Splatting
We present a novel framework for efficiently computing the indirect illumination in diffuse and moderately glossy scenes using density estimation techniques. Many existing global...
Robert Herzog, Vlastimil Havran, Shin-ichi Kinuwak...