A Background Maintenance Model in the Spatial-Range Domain
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.
Cite
Text
Kottow et al. "A Background Maintenance Model in the Spatial-Range Domain." European Conference on Computer Vision, 2004. doi:10.1007/978-3-540-30212-4_13Markdown
[Kottow et al. "A Background Maintenance Model in the Spatial-Range Domain." European Conference on Computer Vision, 2004.](https://mlanthology.org/eccv/2004/kottow2004eccv-background/) doi:10.1007/978-3-540-30212-4_13BibTeX
@inproceedings{kottow2004eccv-background,
title = {{A Background Maintenance Model in the Spatial-Range Domain}},
author = {Kottow, Daniel and Köppen, Mario and Ruiz-del-Solar, Javier},
booktitle = {European Conference on Computer Vision},
year = {2004},
pages = {141-152},
doi = {10.1007/978-3-540-30212-4_13},
url = {https://mlanthology.org/eccv/2004/kottow2004eccv-background/}
}