Search results for "moving objects"

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A2Ba: Adaptive Background Modelling for Visual Aerial Surveillance Conditions

2015

International audience; Background modelling algorithms are widely used to define a part of an image that most time remains stationary in a video. In surveillance tasks, this model helps to recognize those outlier objects in an area under monitoring. Set up a background model on mobile platforms (UAVs, intelligent cars, etc.) is a challenging task due camera motion when images are acquired. In this paper, we propose A2Ba, a robust method to support instabilities caused by aerial images fusing different information about image motion. We used frame difference as first approximation, then age of pixels is estimated. This latter gives us an invariability level of a pixel over time. Gradient di…

lcsh:Computer engineering. Computer hardwareComputer Networks and CommunicationsComputer sciencebusiness.industryComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONKDElcsh:TK7885-7895lcsh:TA168Computer Science Applicationsbackground modelling[SPI]Engineering Sciences [physics]Image processinglcsh:Systems engineeringControl and Systems Engineeringunmanned aerial vehicleComputer visionArtificial intelligenceGMMmoving objectsbusinessmobile observerSimulationInformation Systemsbackground subtraction
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