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Efficient Algorithms for Large-Scale Image Analysis

Wassenberg, Jan

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.

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DOI: 10.5445/IR/1000025614
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Theoretische Informatik (ITI)
Publikationstyp Hochschulschrift
Publikationsjahr 2011
Sprache Englisch
Identifikator urn:nbn:de:swb:90-256146
KITopen-ID: 1000025614
Verlag KIT, Karlsruhe
Abschlussart Dissertation
Fakultät Fakultät für Informatik (INFORMATIK)
Institut Institut für Theoretische Informatik (ITI)
Prüfungsdaten 24.10.2011
Referent/Betreuer Prof. P. Sanders
Schlagwörter image analysis, algorithm engineering, computer architecture
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