315
Views
8
CrossRef citations to date
0
Altmetric
Articles

Airborne traffic monitoring in large areas using LiDAR data – theory and experiments

, , &
Pages 3930-3945 | Received 09 Mar 2010, Published online: 09 Dec 2011

References

  • Fletcher, P.T., Conglin, L. and Joshi, S., 2003, Statistics of shape via principal geodesic analysis on Lie groups. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Madison, WI (Los Alamitos, CA: IEEE Computer Society), vol. 1, pp. 95–101.
  • Gierull, C., 2004, Statistical analysis of multilook SAR interferograms for CFAR detection of ground moving targets. IEEE Transactions on Geoscience and Remote Sensing, 42, pp. 691–701.
  • Hinz, S., Bamler, R. and Stilla, U., 2006, Theme issue: ‘Airborne and spaceborne traffic monitoring’. ISPRS Journal of Photogrammetry and Remote Sensing, 61, pp. 135–136.
  • Hinz, S., Lenhart, D. and Leitloff, J., 2008, Traffic extraction and characterisation from optical remote sensing data. The Photogrammetric Record, 23, pp. 424–440.
  • Jarvis, R.A., 1977, Computing the shape hull of points in the plane. In IEEE Computing Society Conference on Pattern Recognition and Image Processing, New York, pp. 231–241.
  • Jin, X. and Davis, C.H., 2007, Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks. Image and Vision Computing, 25, pp. 1422–1431.
  • Kirchhof, M. and Stilla, U., 2006, Detection of moving objects in airborne thermal videos. ISPRS Journal of Photogrammetry and Remote Sensing, 61, pp. 187–196.
  • Meyer, F., Hinz, S., Laika, A., Weihing, D. and Bamler, R., 2006, Performance analysis of the TerraSAR-X Traffic monitoring concept. ISPRS Journal of Photogrammetry and Remote Sensing, 61, pp. 225–242.
  • Rosenbaum, D., Kurz, F., Thomas, U., Suri, S. and Reinartz, P., 2008, Towards automatic near real-time traffic monitoring with an airborne wide angle camera system. European Transport Research Review, 1, pp. 11–21.
  • Rossman, W., 2002, Lie Groups: An Introduction Through Linear Groups (Oxford: University Press).
  • Sharma, G., Merry, C.J., Goel, P. and McCord, M., 2006, Vehicle detection in 1-m resolution satellite and airborne imagery. International Journal of Remote Sensing, 27, pp. 779–797.
  • Suchandt, S., Runge, H., Breit, H., Steinbrecher, U., Kotenkov, A. and Balss, U., 2010, Automatic extraction of traffic flows using TerraSAR-X along-track interferometry. IEEE Transactions on Geoscience and Remote Sensing, 48, pp. 807–819.
  • Toth, C.K. and Grejner-Brzezinska, D., 2006, Extracting dynamic spatial data from airborne imaging sensors to support traffic flow estimation. ISPRS Journal of Photogrammetry and Remote Sensing, 61, pp. 137–148.
  • Yao, W., Hinz, S. and Stilla, U., 2009, Object extraction based on 3D-segmentation of LiDAR data by combining mean shift and normalized cuts: two examples from urban areas. IEEE/ISPRS Urban Remote Sensing Joint Event 2009: URBAN 2009-URS 2009.
  • Yao, W., Hinz, S. and Stilla, U., 2010a, Automatic vehicle extraction from airborne LiDAR data of urban areas aided by geodesic morphology. Pattern Recognition Letters, 31, pp. 1100–1108.
  • Yao, W., Hinz, S. and Stilla, U., 2010b, Airborne analysis and assessment of urban traffic scenes from LiDAR data – theory and experiments. In Proceedings of Workshop of IEEE Conference on Computer Vision and Pattern Recognition ‘10 (CVPR’10), pp. 1–8.
  • Yao, W., Hinz, S. and Stilla, U., 2011, Extraction and motion estimation of vehicles in single-pass airborne LiDAR data towards urban traffic analysis. ISPRS Journal of Photogrammetry and Remote Sensing, 66, pp. 260–271.
  • Yarlagadda, P., Ozcanli, O. and Mundy, J., 2008, Lie group distance based generic 3-d vehicle classification, ICPR 2008. In 19th International Conference on Pattern Recognition, pp. 1–4.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.