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Title:

Evaluation of selected features for car detection in aerial images

Document type:
Konferenzbeitrag
Author(s):
Tuermer, S.; Leitloff, J.; Reinartz, P.; Stilla, U.
Abstract:
The extraction of vehicles from aerial images provides a wide area traffic situation within a short time. Applications for the gathered data are various and reach from smart routing in the case of congestions to usability validation of roads in the case of disasters. The challenge of the vehicle detection task is finding adequate features which are capable to separate cars from other objects; especially those that look similar. We present an experiment where selected features show their ability...     »
Keywords:
vehicle detection, aerial images, Haar-like features, HoG features, Boosting, 3K camera system
Book / Congress title:
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Year:
2011
Fulltext / DOI:
doi:10.5194/isprsarchives-XXXVIII-4-W19-341-2011
WWW:
http://www.pf.bgu.tum.de/pub/2011/tuermer_co_stilla_isprs11_pap.pdf
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