Efficient Algorithms for Large-Scale Image Analysis

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
:
Wassenberg, Jan
Year of Publication:2012
Language:English
Series:Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
Physical Description:1 electronic resource (XVIII, 201 p. p.)
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record_format marc
spelling Wassenberg, Jan auth
Efficient Algorithms for Large-Scale Image Analysis
KIT Scientific Publishing 2012
1 electronic resource (XVIII, 201 p. p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
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.
English
image processing
algorithm engineering
SIMD
image analysis
lossless image compression
3-86644-786-8
language English
format eBook
author Wassenberg, Jan
spellingShingle Wassenberg, Jan
Efficient Algorithms for Large-Scale Image Analysis
Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
author_facet Wassenberg, Jan
author_variant j w jw
author_sort Wassenberg, Jan
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_auth Efficient Algorithms for Large-Scale Image Analysis
title_new Efficient Algorithms for Large-Scale Image Analysis
title_sort efficient algorithms for large-scale image analysis
series Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
series2 Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
publisher KIT Scientific Publishing
publishDate 2012
physical 1 electronic resource (XVIII, 201 p. p.)
isbn 1000025309
3-86644-786-8
illustrated Not Illustrated
work_keys_str_mv AT wassenbergjan efficientalgorithmsforlargescaleimageanalysis
status_str n
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hierarchy_parent_title Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
is_hierarchy_title Efficient Algorithms for Large-Scale Image Analysis
container_title Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
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