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