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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| Format: | Online |
| Language: | English |
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KIT Scientific Publishing
2021
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| Subjects: | |
| Online Access: | 34489 |
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| _version_ | 1869518713732988928 |
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| author | Wassenberg, Jan |
| author_browse | Wassenberg, Jan |
| author_facet | Wassenberg, Jan |
| author_sort | Wassenberg, Jan |
| collection | Directory of Open Access Books |
| description | 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. |
| format | Online |
| id | doab-20.500.12854ir-45903 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-459032023-12-20T18:40:45Z Efficient Algorithms for Large-Scale Image Analysis Wassenberg, Jan QA75.5-76.95 image processing algorithm engineering SIMD image analysis lossless image compression bic Book Industry Communication::U Computing & information technology::UY Computer science 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. 2021-02-11T12:10:41Z 2021-02-11T12:10:41Z 2019-07-30 20:01:58 2012 book 34489 18665934 9783866447868 https://directory.doabooks.org/handle/20.500.12854/45903 eng Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://www.ksp.kit.edu/9783866447868 KIT Scientific Publishing 10.5445/KSP/1000025309 10.5445/KSP/1000025309 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783866447868 XVIII, 201 p. open access |
| spellingShingle | QA75.5-76.95 image processing algorithm engineering SIMD image analysis lossless image compression bic Book Industry Communication::U Computing & information technology::UY Computer science Wassenberg, Jan Efficient Algorithms for Large-Scale Image Analysis |
| title | Efficient Algorithms for Large-Scale Image Analysis |
| title_full | Efficient Algorithms for Large-Scale Image Analysis |
| title_fullStr | Efficient Algorithms for Large-Scale Image Analysis |
| title_full_unstemmed | Efficient Algorithms for Large-Scale Image Analysis |
| title_short | Efficient Algorithms for Large-Scale Image Analysis |
| title_sort | efficient algorithms for large scale image analysis |
| topic | QA75.5-76.95 image processing algorithm engineering SIMD image analysis lossless image compression bic Book Industry Communication::U Computing & information technology::UY Computer science |
| topic_facet | QA75.5-76.95 image processing algorithm engineering SIMD image analysis lossless image compression bic Book Industry Communication::U Computing & information technology::UY Computer science |
| url | 34489 |
| work_keys_str_mv | AT wassenbergjan efficientalgorithmsforlargescaleimageanalysis |