M-estimation Video analysis Camera motion Moving object detection Robust estimation
Issue Date:
2006
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 - 109
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.
Please note: There is a known bug in some browsers that causes an
error when a user tries to view large pdf file within the browser window.
If you receive the message "The file is damaged and could not be
repaired", please try one of the solutions linked below based on the
browser you are using.
Items in TARA are protected by copyright, with all rights reserved, unless otherwise indicated.
