TY - BOOK ID - 100630816 TI - Efficient Algorithms for Large-Scale Image Analysis PY - 2012 SN - 1000025309 3866447868 PB - KIT Scientific Publishing DB - UniCat KW - image processing KW - algorithm engineering KW - SIMD KW - image analysis KW - lossless image compression UR - https://www.unicat.be/uniCat?func=search&query=sysid:100630816 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. ER -