Unsupervised Camera Motion Estimation and Moving Object Detection in Videos
Citation:
Rozenn Dahyot, Unsupervised Camera Motion Estimation and Moving Object Detection in Videos, Irish Machine Vision and Image Processing Conference, DCU Dublin, 1 September, 2006, pp102 - 109Download Item:
RzDimvip06.pdf (published (author's copy) peer-reviewed) 889.5Kb
Abstract:
In this article, we consider the robust estimation of a location parameter using Mestimators.
We propose here to couple this estimation with the robust scale estimate proposed
in [Dahyot and Wilson, 2006]. The resulting procedure is then completely unsupervised.
It is applied to camera motion estimation and moving object detection in videos.
Experimental results on different video materials show the adaptability and the accuracy
of this new robust approach.
Author: DAHYOT, ROZENN
Other Titles:
Irish Machine Vision and Image Processing ConferenceType of material:
Conference PaperCollections:
Availability:
Full text availableLicences: