Efficient Algorithms for Large-Scale Image Analysis

• Hoofdauteur: Wassenberg, Jan (auth)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: KIT Scientific Publishing 2012
• Reeks: Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
• Onderwerpen: image processing; algorithm engineering; SIMD; image analysis; lossless image compression
• Online toegang: DOAB: download the publication; DOAB: description of the publication

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 ar...