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A novel video-based smoke detection method based on color invariants | IEEE Conference Publication | IEEE Xplore

A novel video-based smoke detection method based on color invariants


Abstract:

In this paper, we address the issue of designing a smoke detector robust to illumination variations. Our contribution consists in resorting to color invariants as salient...Show More

Abstract:

In this paper, we address the issue of designing a smoke detector robust to illumination variations. Our contribution consists in resorting to color invariants as salient smoke features. More precisely, the proposed detector employs consecutively of an illumination invariant color representation, a photometric gain based background subtraction, a chrominance detection and a smoke identification based on two invariant color descriptors. The experimental results show that the proposed method can effectively detect smoke with robustness to illumination changes and noises, frequently encountered in wildfire video-surveillance environments.
Date of Conference: 20-25 March 2016
Date Added to IEEE Xplore: 19 May 2016
ISBN Information:
Electronic ISSN: 2379-190X
Conference Location: Shanghai, China

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