Efficient Algorithms for Large-Scale Image Analysis

• Main Author: Wassenberg, Jan (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: KIT Scientific Publishing 2012
• Series: Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
• Subjects: image processing; algorithm engineering; SIMD; image analysis; lossless image compression
• Online Access: 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...