DocumentCode
513016
Title
Automated detection and classification of intact road networks in multi-sensorial spaceborne imagery for near-realtime disaster management
Author
Frey, Daniel ; Butenuth, Matthias ; Hinz, Stefan
Author_Institution
Remote Sensing Technol., Tech. Univ. Muenchen, Munich, Germany
Volume
4
fYear
2009
fDate
12-17 July 2009
Abstract
In this paper, we describe and evaluate an image analysis system for the automated verification of intact roads from multi-sensorial spaceborne imagery. The system is designed to support rescue teams during the reaction on natural disasters such as floodings, landslides or earthquakes. Hence, verification of intact roads comprises both the identification of roads as well as the classification of accessible/intact and inaccessible/damaged roads. Depending on the type and complexity of the input data, the system can be run in a fully automatic or semi-automatic mode, where a human operator can edit intermediate results to ensure the required quality of the final results.
Keywords
disasters; earthquakes; emergency services; floods; geomorphology; geophysical image processing; image classification; object detection; object recognition; roads; sensor fusion; terrain mapping; accessible road; automated intact road verification; damaged road; earthquake; flooding; image analysis system; intact road network classification; intact road network detection; landslide; multisensorial spaceborne imagery; natural disaster; near-realtime disaster management; rescue teams; road identification; Data mining; Disaster management; Earthquakes; Floods; Image segmentation; Intelligent networks; Remote sensing; Roads; Space technology; Uncertainty; Integration; classification; detection; multisensor systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location
Cape Town
Print_ISBN
978-1-4244-3394-0
Electronic_ISBN
978-1-4244-3395-7
Type
conf
DOI
10.1109/IGARSS.2009.5417400
Filename
5417400
Link To Document