0000000000115826

AUTHOR

Damien Lefloch

showing 2 related works from this author

Real-time people counting system using a single video camera

2008

This is the copy of journal's version originally published in Proc. SPIE 6811. Reprinted with permission of SPIE: http://spie.org/x10.xml?WT.svl=tn7 There is growing interest in video-based solutions for people monitoring and counting in business and security applications. Compared to classic sensor-based solutions the video-based ones allow for more versatile functionalities, improved performance with lower costs. In this paper, we propose a real-time system for people counting based on single low-end non-calibrated video camera. The two main challenges addressed in this paper are: robust estimation of the scene background and the number of real persons in merge-split scenarios. The latter…

Computer sciencebusiness.industryComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONVideo cameraImage processingKalman filterThresholdinglaw.inventionAdaptive filterlawVideo trackingSegmentationComputer visionArtificial intelligencebusiness:Mathematics and natural science: 400::Information and communication science: 420::Simulation visualization signal processing image processing: 429 [VDP]Block-matching algorithm
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A video-based real-time vehicle counting system using adaptive background method

2008

International audience; This paper presents a video-based solution for real time vehicle detection and counting system, using a surveillance camera mounted on a relatively high place to acquire the traffic video stream.The two main methods applied in this system are: the adaptive background estimation and the Gaussian shadow elimination. The former allows a robust moving detection especially in complex scenes. The latter is based on color space HSV, which is able to deal with different size and intensity shadows. After these two operations, it obtains an image with moving vehicle extracted, and then operation counting is effected by a method called virtual detector.

Computer scienceGaussianComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION02 engineering and technologyHSL and HSVColor spaceVideo analysisShadow eliminationAdaptive background estimationImage (mathematics)symbols.namesake0502 economics and businessShadow0202 electrical engineering electronic engineering information engineeringComputer visionSurveillance camera050210 logistics & transportationPixelbusiness.industry05 social sciencesDetectorVirtual detectorsymbols020201 artificial intelligence & image processingArtificial intelligencebusiness[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
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