Efficient Algorithms for Large-Scale Image Analysis - Dissertationsschrift

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.

Product details

• Authors: Jan Wassenberg
• Publisher: KIT Scientific Publishing
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2014
• EAN: 9783866447868
• ISBN: 978-3-86644-786-8
• No. of pages: 223
• Dimensions: 148 mm x 210 mm x 11 mm
• Weight: 420 g
• Illustrations: graph. Darst.
• Series: Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung; Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing > Miscellaneous