2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 1
Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method
Washington, D.C., USA
June 27-July 02
ISBN: 0-7695-2158-4
This paper presents a new method for video stabilization based on a variational formulation that produces optimally stable sequences independently of the input motion but within the hard constraints imposed by finite sensor size to the maximum allowed compensatory transformation. A practical and fast numerical solution using the Viterbi algorithm is also proposed. The results show the efficacy of the method compared to a class of previous approaches.
Citation:
Maurizio Pilu, "Video Stabilization as a Variational Problem and Numerical Solution with the Viterbi Method," cvpr, vol. 1, pp.625-630, 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 1, 2004