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Titel:

Airborne Vehicle Detection in Dense Urban Areas Using HoG Features and Disparity Maps

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Tuermer, S.; Kurz, F.; Reinartz, P.; Stilla, U.
Abstract:
Vehicle detection has been an important research field for years as there are a lot of valuable applications, ranging from support of traffic planners to real-time traffic management. Especially detection of cars in dense urban areas is of interest due to the high traffic volume and the limited space. In city areas many car-like objects (e.g., dormers) appear which might lead to confusion. Additionally, the inaccuracy of road databases supporting the extraction process has to be handled in a pro...     »
Stichworte:
feature extraction; geophysical image processing; geophysical techniques; image segmentation; Histogram of oriented Gradient features; HoG features; Munich city; airborne vehicle detection; car detection; car-like objects; dense urban areas; disparity maps; extraction process; global DEM; height information; high traffic volume; integrated real-time processing chain; nongeocoded image; real-time traffic management; road database segments; traffic planner support; Aircraft navigation; Cameras; De...     »
Zeitschriftentitel:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Jahr:
2013
Band / Volume:
6
Monat:
Dec
Heft / Issue:
6
Seitenangaben Beitrag:
2327-2337
Volltext / DOI:
doi:10.1109/JSTARS.2013.2242846
WWW:
http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6459549
Print-ISSN:
1939-1404
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