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EnglishPansharpening algorithms aim to enhance low resolution multi-spectral images by means of high resolution panchromatic ones. Several approaches are based on the MultiResolution Analysis (MRA) achieved through the pyramidal decomposition of images. We focus here on the implementation based on Morphological Filters (MF) that are optimized through Genetic Algorithms (GA). The effectiveness of this algorithm is compared with other techniques, among which those based on Wavelet operators, through several quality indices on two different real scenarios.
http://hdl.handle.net/11386/3880812| Titolo: | A pansharpening algorithm based on genetic optimization of Morphological Filters |
| Autori interni: | ADDESSO, PAOLO CONTE, ROBERTO LONGO, Maurizio RESTAINO, Rocco VIVONE, GEMINE |
| Data di pubblicazione: | 2012 |
| Abstract: | Pansharpening algorithms aim to enhance low resolution multi-spectral images by means of high resolution panchromatic ones. Several approaches are based on the MultiResolution Analysis (MRA) achieved through the pyramidal decomposition of images. We focus here on the implementation based on Morphological Filters (MF) that are optimized through Genetic Algorithms (GA). The effectiveness of this algorithm is compared with other techniques, among which those based on Wavelet operators, through several quality indices on two different real scenarios. |
| Handle: | http://hdl.handle.net/11386/3880812 |
| ISBN: | 9781467311588 9781467311601 |
| Appare nelle tipologie: | 4.1.2 Proceedings con ISBN |
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