Efficient Algorithms for Large-Scale Image Analysis
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 ar...
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| Superior document: | Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
|---|---|
| : | |
| Year of Publication: | 2012 |
| Language: | English |
| Series: | Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
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| Physical Description: | 1 electronic resource (XVIII, 201 p. p.) |
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| 490 | 1 | |a Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung | |
| 520 | |a 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. | ||
| 546 | |a English | ||
| 653 | |a image processing | ||
| 653 | |a algorithm engineering | ||
| 653 | |a SIMD | ||
| 653 | |a image analysis | ||
| 653 | |a lossless image compression | ||
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