netzel commited on 2024-02-24 19:42:51
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Multi-categorical Connected Component Labelling (CCL) algorithm identifies all 4- or |
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8- connected regions of cells sharing the same categorical values and assigns |
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-each of them a unique label. The plClump4p, a multi-categorical CCL algorithm, |
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-is a variant of a two-scan algorithm modified for use in multi-categorical rasters. |
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+each of them a unique label. |
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+ |
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+The plClump4p, a multi-categorical CCL algorithm, |
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+is an efficient variant of a two-scan algorithm modified for use in multi-categorical rasters. |
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It applies a divide-and-conquer technique coupled with parallel processing to |
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-a standard two-scan algorithm. |
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+a standard two-scan algorithm. Using these techniques causes that algorithm's performance |
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+is two-three orders of magnitude better than standard CCL algorithms. The specific speed up |
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+depends on the size of the data and its complexity and is greatest for very large and |
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+complex rasters. |
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Windows and linux binaries are included in [plTools](http://gitlist.netzel.pl/plTools) package. |
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