Abstract
Logarithmic HDMR is an HDMR based method and it allows us to reconstruct an analytical structure for a given multivariate analytical function in terms of less variate components. In this study, we develop a method to model multivariate data through Logarithmic HDMR and we use this method to make an approximation to the given original image. That is, we deal with the reconstruction of an image by using Logarithmic HDMR philosophy and we reach very promising results.
Original language | English |
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Title of host publication | 10th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences, ICNPAA 2014 |
Editors | Seenith Sivasundaram |
Publisher | American Institute of Physics Inc. |
Pages | 1120-1126 |
Number of pages | 7 |
ISBN (Electronic) | 9780735412767 |
DOIs | |
Publication status | Published - 10 Dec 2014 |
Event | 10th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences, ICNPAA 2014 - Narvik, Norway Duration: 15 Jul 2014 → 18 Jul 2014 |
Publication series
Name | AIP Conference Proceedings |
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Volume | 1637 |
ISSN (Print) | 0094-243X |
ISSN (Electronic) | 1551-7616 |
Conference
Conference | 10th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences, ICNPAA 2014 |
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Country/Territory | Norway |
City | Narvik |
Period | 15/07/14 → 18/07/14 |
Bibliographical note
Publisher Copyright:© 2014 AIP Publishing LLC.
Keywords
- approximation
- HDMR
- image processing
- multivariate analysis