Can DMD obtain a Scene Background in Color?
Abstract
A background model describes a scene without any foreground objects and has a number of applications, ranging from video surveillance to computational photography. Recent studies have introduced the method of Dynamic Mode Decomposition (DMD) for robustly separating video frames into a background model and foreground components. While the method introduced operates by converting color images to grayscale, we in this study propose a technique to obtain the background model in the color domain. The effectiveness of our technique is demonstrated using a publicly available Scene Background Initialisation (SBI) dataset. Our results both qualitatively and quantitatively show that DMD can successfully obtain a colored background model.
Keywords
Cite
@article{arxiv.1607.06783,
title = {Can DMD obtain a Scene Background in Color?},
author = {Santosh Tirunagari and Norman Poh and Miroslaw Bober and David Windridge},
journal= {arXiv preprint arXiv:1607.06783},
year = {2016}
}
Comments
International Conference on Image, Vision and Computing (ICIVC 2016), August 3-5, 2016, Portsmouth, UK