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A New Approach to Gravity Anomaly Separation: Differential Markov Random Field (DMRF) |
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| Authors: | O. N. Uçan B. Sen M. A. Albora A. Özmen |
| Affiliation: | 1. Engineering Faculty, Electrical & Electronics Department, Istanbul University, 34850, Avcila, Istanbul, Turkey 2. TUBITAK Marmara Research Center, P.O. 21 41470, Gebze, Kocaeli, Turkey 3. Engineering Faculty, Geophysical Department, Istanbul University, 34850, Avcilar, Istanbul, Turkey |
| Abstract: | In this paper the authors introduce a novel approach to stochastic image processing, denoted as Differential Markov Random Field (DMRF), which has been applied to gravity anomaly separation problems. The advantages of the method are that it introduces only little distortion into the shape of the original image and that it is not affected significantly by factors such as the overlap power spectra of regional and residual fields. Testing of the proposed meth using synthetic examples gave excellent results. |
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