TY - BOOK AU - Wassenberg, Jan PY - 2012 TI - Efficient Algorithms for Large-Scale Image Analysis AB - 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.Umfang: XVIII, 201 S.Preis: €41.00 | £38.00 | $72.00 PB - KIT Scientific Publishing CY - Karlsruhe KW - image analysis KW - image processing KW - lossless image compression KW - SIMD KW - algorithm engineering SN - 978-3-86644-786-8 DO - 10.5445/KSP/1000025309 SE - 223