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| HAL: hal-00651251, version 1 |
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| Available versions: | v1 (2011-12-13) | v2 (2011-12-15) |
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| Texture Analysis with Arbitrarily Oriented Morphological Opening and Closing |
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| Jan Bartovsky 1Eva Dokladalova 2 |
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| (2011-12-13) |
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| This paper presents a fast, streaming algorithm for 1-D morphological opening on 2-D support. The algorithm is further extended to compute the complete size distribution during a single image run. The Structuring Element (SE) can be oriented under arbitrary angle that allows us to perform different orientation-involved image analysis, such as local angle extraction, directional granulometries, \etc The algorithm processes an image in constant time irrespective of the SE orientation and size, with a minimal latency and very low memory requirements. Regardless the SE orientation, it reads and writes data strictly sequentially in the horizontal scan order. Aforementioned properties allow an efficient implementation in embedded hardware platforms that opens a new opportunity of a parallel computation, and consequently, a significant speed-up. |
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| 1: | Centre de Morphologie Mathématique (CMM) |
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MINES ParisTech - École nationale supérieure des mines de Paris |
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| 2: | Laboratoire d'Informatique Gaspard-Monge (LIGM) |
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Université Paris-Est Marne-la-Vallée (UPEMLV) – ESIEE – Ecole des Ponts ParisTech – Fédération de Recherche Bézout – CNRS : UMR8049 |
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| Subject | : | Mathematics Computer Science |
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| Mathematical Morphology – Granulometry – parallel implementation |
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| hal-00651251, version 1 | |
| http://hal-ensmp.archives-ouvertes.fr/hal-00651251 | |
| oai:hal-ensmp.archives-ouvertes.fr:hal-00651251 | |
| From: Petr Dokladal | |
| Submitted on: Tuesday, 13 December 2011 11:10:34 | |
| Updated on: Tuesday, 13 December 2011 11:35:40 | |
