mk:smvp04
Summary
A Background Maintenance Model in the Spatial-Range Domain. Daniel Kottow, Mario Köppen and Javier Ruiz-del-Solar. In Statistical Methods in Video Processing: ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers, 2004. (URL)
Abstract
In this article a background maintenance model defined by a finite set of codebook vectors in the spatial-range domain is proposed. The model represents its current state by a foreground and a background set of codebook vectors. Algorithms that dynamically update these sets by adding and removing codebook vectors are described. This approach is fundamentally different from algorithms that maintain a background representation at the pixel level and continously update their parameters. The performance of the model is demonstrated and compared to other background maintenance models using a suitable benchmark of video sequences.
Bibtex entry
@INPROCEEDINGS { mk:smvp04,
ABSTRACT = { In this article a background maintenance model defined by a finite set of codebook vectors in the spatial-range domain is proposed. The model represents its current state by a foreground and a background set of codebook vectors. Algorithms that dynamically update these sets by adding and removing codebook vectors are described. This approach is fundamentally different from algorithms that maintain a background representation at the pixel level and continously update their parameters. The performance of the model is demonstrated and compared to other background maintenance models using a suitable benchmark of video sequences. },
AUTHOR = { Daniel Kottow and Mario Köppen and Javier Ruiz-del-Solar },
BOOKTITLE = { Statistical Methods in Video Processing: ECCV 2004 Workshop SMVP 2004, Prague, Czech Republic, May 16, 2004, Revised Selected Papers },
MODIFIED = { 2008-02-28 13:42:41 +0900 },
EDITOR = { Dorin Comaniciu, Rudolf Mester, Kenichi Kanatani, et al. },
HASABSTRACT = { Yes },
PUBLISHER = { Springer-Verlag Heidelberg },
SERIES = { LNCS 3247 },
TITLE = { A Background Maintenance Model in the Spatial-Range Domain },
URL = { http://www.springerlink.com/content/h1gru0cvkfgt7w39 },
YEAR = { 2004 },
1 = { http://www.springerlink.com/content/h1gru0cvkfgt7w39 },
}