An integrated fire detection and suppression system based on widely available video surveillance
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Cites background from "An integrated fire detection and su..."
...For example, Yuan [119] comprehensively consider the factors of color, shape fluctuation, and growth rate based on a Gaussian mixture model....
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...[119] F....
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80 citations
Cites background or result from "An integrated fire detection and su..."
...Here, by contrast to previous classifier-driven work [3, 16, 4, 21, 20, 22], we instead consider a non-temporal classification model for fire detection following the theme non-temporal fire detection championed by Chenebert et al....
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...In the latter case, attention turns not only to the detection of fire itself but also its internal geography of the fire and temporal development [4]....
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...Traditional approaches in this area concentrate either on the use of a purely colour based approach [5, 6, 7, 8, 9, 4] or a combination of colour and high-order temporal information [10, 11, 12, 13]....
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49 citations
Cites methods from "An integrated fire detection and su..."
...lance field dealing with implementation of algorithms to perform traditional techniques of image processing such as motion detection [24], [26], [57], [58], object detection [17], [25], [31], [57], [59]– [71], [99], object or event classification [16], [20], [34], [35], [54], [66], [144], [145],...
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49 citations
Cites methods from "An integrated fire detection and su..."
...Here we investigate the strength of simple, non-temporal colour spectroscopy based approaches [5, 10], illustrate their weaknesses (Section 4.1) and propose an combined texture and colour based feature descriptor as an input to a trained classifier based detection/decision boundary (Section 4.2) ....
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References
3,631 citations
"An integrated fire detection and su..." refers background in this paper
...Up to now, video surveillance is widely used in commercial and military fields [2] such as traffic [3], portable applications [4]....
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823 citations
754 citations
"An integrated fire detection and su..." refers methods in this paper
...There are many methods [30] proposed for motion estimation, such as optical flow....
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681 citations
556 citations