Informace o publikaci
Efficient Computation of Morphological Greyscale Reconstruction
| Název česky | Efektivní výpočet morfologické šedotónní rekonstrukce |
|---|---|
| Autoři | |
| Rok publikování | 2010 |
| Druh | Článek ve sborníku |
| Konference | 6th Doctoral Workshop on Mathematical and Engineering Methods in Computer Science |
| Fakulta / Pracoviště MU | |
| Citace | |
| Obor | Informatika |
| Klíčová slova | morphological reconstruction; morphological greyscale reconstruction; algorithms; gpu; cuda |
| Popis | Morphological reconstruction is an important image operator from mathematical morphology. It is very often used for filtering, segmentation, and feature extraction. However, its computation can be very time-consuming for some input data. In this paper we review several efficient algorithms to compute the reconstruction, and compare their performance on real 3D images of large sizes. Furthermore, we propose a GPU implementation which performs up to 15 times faster than the CPU methods. To our best knowledge, this is the first GPU implementation of the morphological reconstruction, described in literature. |
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