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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| Main Author: | |
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| Format: | Electronic Book Chapter |
| Language: | English |
| Published: |
KIT Scientific Publishing
2012
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| Series: | Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
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| Subjects: | |
| Online Access: | DOAB: download the publication DOAB: description of the publication |
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| 020 | |a 9783866447868 | ||
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| 024 | 7 | |a 10.5445/KSP/1000025309 |c doi | |
| 041 | 0 | |a eng | |
| 042 | |a dc | ||
| 100 | 1 | |a Wassenberg, Jan |4 auth | |
| 245 | 1 | 0 | |a Efficient Algorithms for Large-Scale Image Analysis |
| 260 | |b KIT Scientific Publishing |c 2012 | ||
| 300 | |a 1 electronic resource (XVIII, 201 p. p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung | |
| 506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
| 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. | ||
| 540 | |a Creative Commons |f https://creativecommons.org/licenses/by-nc-nd/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-nc-nd/4.0/ | ||
| 546 | |a English | ||
| 653 | |a image processing | ||
| 653 | |a algorithm engineering | ||
| 653 | |a SIMD | ||
| 653 | |a image analysis | ||
| 653 | |a lossless image compression | ||
| 856 | 4 | 0 | |a www.oapen.org |u https://www.ksp.kit.edu/9783866447868 |7 0 |z DOAB: download the publication |
| 856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/45903 |7 0 |z DOAB: description of the publication |