Efficient Algorithms for Large-Scale Image Analysis
Fecha
2012Autor
Wassenberg, Jan
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Resumen
This work develops highly efficient algorithms for analyzing large images. Applications include object-based change detection and screening. The algorithms are 10-100 times as fast as existing software, sometimes even outperforming FGPA/GPU hardware, because they are designed to suit the computer architecture. This thesis describes the implementation details and the underlying algorithm engineering methodology, so that both may also be applied to other applications.
Palabras clave
Image processing; Algorithm engineering; SIMDCreative Commons
https://creativecommons.org/licenses/by-nc-nd/4.0/Enlace al recurso
https://directory.doabooks.org/handle/20.500.12854/45903Colecciones
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