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Karhunen-Loéve decomposition of isotropic Gaussian random fields using a tensor approximation of autocovariance kernel
Applications of random fields typically require a generation of random samples or their decomposition. In this contribution, we focus on the decomposition of the isotropic Gaussian random fields on a two or three-dimensional domain....
Statistics and probability
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Application of the Karhunen-Loeve decomposition for astronomical data storage, evalvation and photometric and astrometric measurements.
The study evaluates suitability of different integral transforms for scientific image data coding. The Karhunen-Loeve transform has been introduced. As shown this method is more competent for accurate photometric measurements. A convenient c...
BN - Astronomie a nebeská mechanika, astrofyzika
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Application of the Karhunen-Loeve Decomposition for Astronomical Data Storage
Not available...
JA - Elektronika a optoelektronika, elektrotechnika
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Application of the Karhunen-Loeve Decomposition for Astronomical Data Storage
NOT available...
BN - Astronomie a nebeská mechanika, astrofyzika
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
Application of the Karhunen-Loeve Decomposition for Astronomical Data Storage
Not available...
JA - Elektronika a optoelektronika, elektrotechnika
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
CONSTRUCTION OF RANDOM FIELD BASED ON IMAGE ANALYSIS
The principal challenge in implementation of random fields arises from the need for determination of their correlation/characteristic lengths in the simplest case or more generally their covariance functions. The present contribution is devoted to th...
Composites (including laminates, reinforced plastics, cermets, combined natural and synthetic fibre fabrics; filled composites)
- 2017 •
- D
Rok uplatnění
D - Stať ve sborníku
Effect of BOOTES Image Data Compression using Karhunen-Loeve Decomposition upon Astrometry Measurement Accuracy
Not available...
JA - Elektronika a optoelektronika, elektrotechnika
- 2003 •
- D
Rok uplatnění
D - Stať ve sborníku
Dimensionality reduction in thermal tomography
stimation of material parameters plays an important role in many scientific fields ranging from geophysics, medical imaging, archaeology, material science to the preservation of historical structures. This paper focuses on the civil engineering probl...
Applied mathematics
- 2019 •
- Jimp •
- Link
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Jimp - Článek v periodiku v databázi Web of Science
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Low Bitrate Video Coding using Karhunen- Loeve Transform
In this paper is presented an effective image codec, which is based on Karhunen- Loeve transform.
JC - Počítačový hardware a software
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
The Stochastic Galerkin Method for Darcy Flow Problem with Log-Normal Random
into two parts. The first one is the decomposition of a random field into a sum using the Karhunen-Loeve expansion. The second part is the solution of the problem......
Applied mathematics
- 2017 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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