Structure-from-motion for MAV image sequence analysis with photogrammetric applications

Autor: J. L. Schönberger, F. Fraundorfer, J.-M. Frahm
Jazyk: angličtina
Rok vydání: 2014
Předmět:
Zdroj: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XL-3, Pp 305-312 (2014)
Druh dokumentu: article
ISSN: 1682-1750
2194-9034
DOI: 10.5194/isprsarchives-XL-3-305-2014
Popis: MAV systems have found increased attention in the photogrammetric community as an (autonomous) image acquisition platform for accurate 3D reconstruction. For an accurate reconstruction in feasible time, the acquired imagery requires specialized SfM software. Current systems typically use high-resolution sensors in pre-planned flight missions from far distance. We describe and evaluate a new SfM pipeline specifically designed for sequential, close-distance, and low-resolution imagery from mobile cameras with relatively high frame-rate and high overlap. Experiments demonstrate reduced computational complexity by leveraging the temporal consistency, comparable accuracy and point density with respect to state-of-the-art systems.
Databáze: Directory of Open Access Journals