Gradient based dominant motion estimation with integral projections for real time video stabilisation
Electronic and Electrical Engineering Department, University of Dublin, Trinity College,Ireland
International Conference on Image Processing, 2004. ICIP ’04, Vol. 5, p.3371-3374
@conference{crawford2005gradient,
title={Gradient based dominant motion estimation with integral projections for real time video stabilisation},
author={Crawford, AJ and Denman, H. and Kelly, F. and Pitie, F. and Kokaram, AC},
booktitle={Image Processing, 2004. ICIP’04. 2004 International Conference on},
volume={5},
pages={3371–3374},
isbn={0780385543},
issn={1522-4880},
year={2005},
organization={IEEE}
}
This paper presents a new expression of the relationship between integral projections and motion in an image pair. The resulting new multiresolution gradient based approach is used to estimate dominant motion in image sequences degraded by random shake. The paper also describes an implementation using the GPU as a coprocessor for the CPU that allows, for the first time, real time video stabilisation in software on broadcast standard definition television images.
January 15, 2011 by hgpu
