User: Guest  Login
Title:

Image based recognition of dynamic traffic situations by evaluating the exterior surrounding and interior space of vehicles

Document type:
Zeitschriftenaufsatz
Author(s):
Hanel, A; Klöden, H; Hoegner, L; Stilla, U
Abstract:
Today, cameras mounted in vehicles are used to observe the driver as well as the objects around a vehicle. In this article, an outline of a concept for image based recognition of dynamic traffic situations is shown. A dynamic traffic situation will be described by road users and their intentions. Images will be taken by a vehicle fleet and aggregated on a server. On these images, new strategies for machine learning will be applied iteratively when new data has arrived on the server. The results...     »
Keywords:
vehicle camera system, crowd sourced data, image analysis, machine learning, object detection, illumination recognition, traffic situation recognition
Journal title:
International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences
Year:
2015
Journal volume:
40
Journal issue:
3
Pages contribution:
161
Fulltext / DOI:
doi:10.5194/isprsarchives-XL-3-W3-161-2015
WWW:
https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-3-W3/161/2015/isprsarchives-XL-3-W3-161-2015.pdf
Publisher:
Copernicus GmbH
 BibTeX