Efficient Algorithms for Large-Scale Image Analysis
Wassenberg, Jan
Efficient Algorithms for Large-Scale Image Analysis - KIT Scientific Publishing 2012 - 1 electronic resource (XVIII, 201 p. p.)
Open Access
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.
Creative Commons
English
KSP/1000025309 9783866447868
10.5445/KSP/1000025309 doi
image processing algorithm engineering SIMD image analysis lossless image compression
Efficient Algorithms for Large-Scale Image Analysis - KIT Scientific Publishing 2012 - 1 electronic resource (XVIII, 201 p. p.)
Open Access
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.
Creative Commons
English
KSP/1000025309 9783866447868
10.5445/KSP/1000025309 doi
image processing algorithm engineering SIMD image analysis lossless image compression