Remarks on Background Subtraction using Color Information
Abstract
In order to achieve real time human posture extraction from image, this paper proposes a method of background subtraction using color information of each pixel. In the proposed method, the threshold processing of both brightness difference and color difference between an averaged background image and a current image is carried out. A weight function is also introduced to define the threshold when the pixel has low level resolution.
Experimental results show that the proposed method can extract a target object from image without controlling the background and is more effective than the conventional background subtraction method.- Publication:
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IEEJ Transactions on Electronics, Information and Systems
- Pub Date:
- 2003
- DOI:
- Bibcode:
- 2003ITEIS.123..627T
- Keywords:
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- background subtraction;
- color information;
- threshold