Real-Time Distributed Multi-object Tracking in a PTZ Camera Network
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Cites methods from "Real-Time Distributed Multi-object ..."
...used particle filter tracking to track the objects in each camera view and multi-layered belief propagation for seamlessly tracking objects across cameras [2]....
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References
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"Real-Time Distributed Multi-object ..." refers background or methods in this paper
...Since the cameras that view the entry/exit areas are static for a certain time period, these cameras apply background subtraction [12] to detect objects that enter the area under observation....
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...As an object enters the area under observation, it is detected using background subtraction [12] and represented by its bounding box....
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1,549 citations
"Real-Time Distributed Multi-object ..." refers methods in this paper
...Similar to [5], the distance between the reference color model and the color model of the current frame is calculated using the Bhattacharya distance given by Eq....
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...Similar to [5], we consider the Hue-Saturation-Value (HSV) color histogram of the bounding box to represent the measurement model that is robust with respect to illumination changes....
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693 citations
"Real-Time Distributed Multi-object ..." refers background in this paper
...In recent times, research on multi-camera tracking in camera networks consisting of static cameras as well as PTZ camera networks has been gaining importance [1,3]....
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448 citations
"Real-Time Distributed Multi-object ..." refers methods in this paper
...Based on the detected object, we initialize the particle filter tracker [16] in these cameras....
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...Then, the mixture filtering distribution is of the form given in [16],...
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374 citations