Can DMD obtain a scene background in color?
Conference paper
Tirunagari, S., Poh, N., Bober, M. and Windridge, D. 2016. Can DMD obtain a scene background in color? 2016 International Conference on Image, Vision and Computing (ICIVC). Portsmouth, UK 03 - 05 Aug 2016 pp. 46-50 https://doi.org/10.1109/ICIVC.2016.7571272
Type | Conference paper |
---|---|
Title | Can DMD obtain a scene background in color? |
Authors | Tirunagari, S., Poh, N., Bober, M. and Windridge, D. |
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 | DMD; background model initialisation; color; RGB; SBI |
Conference | 2016 International Conference on Image, Vision and Computing (ICIVC) |
Page range | 46-50 |
Proceedings Title | 2016 International Conference on Image, Vision and Computing (ICIVC) |
ISBN | |
Electronic | 9781509037551 |
Paperback | 9781509037568 |
Publication dates | |
03 Aug 2016 | |
Online | 22 Sep 2016 |
Publication process dates | |
Deposited | 27 Feb 2018 |
Accepted | 15 May 2016 |
Output status | Published |
Accepted author manuscript | |
Copyright Statement | © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.” |
Digital Object Identifier (DOI) | https://doi.org/10.1109/ICIVC.2016.7571272 |
Web of Science identifier | WOS:000386818500009 |
Web address (URL) of conference proceedings | https://ieeexplore.ieee.org/xpl/conhome/7565238/proceeding |
Language | English |
https://repository.mdx.ac.uk/item/877w2
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