TY - GEN AU - Wassenberg,Jan TI - Efficient Algorithms for Large-Scale Image Analysis SN - KSP/1000025309 PY - 2012/// PB - KIT Scientific Publishing KW - image processing KW - algorithm engineering KW - SIMD KW - image analysis KW - lossless image compression N1 - Open Access N2 - 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 UR - https://www.ksp.kit.edu/9783866447868 UR - https://directory.doabooks.org/handle/20.500.12854/45903 ER -