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URN: urn:nbn:de:swb:90-256146

Efficient Algorithms for Large-Scale Image Analysis

Wassenberg, Jan

Abstract:
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.


Zugehörige Institution(en) am KIT Institut für Theoretische Informatik (ITI)
Publikationstyp Hochschulschrift
Jahr 2011
Sprache Englisch
Identifikator KITopen ID: 1000025614
Verlag Karlsruhe
Abschlussart Dissertation
Fakultät Fakultät für Informatik (INFORMATIK)
Institut Institut für Theoretische Informatik (ITI)
Prüfungsdaten 24.10.2011
Referent/Betreuer Prof. P. Sanders
URLs Verlagsausg.
Schlagworte image analysis, algorithm engineering, computer architecture
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