Evaluation and Improvements of a Real-Time Background Subtraction Method

نویسندگان

  • Donatello Conte
  • Pasquale Foggia
  • Michele Petretta
  • Francesco Tufano
  • Mario Vento
چکیده

In a video surveillance system, moving object detection is the most challenging problem especially if the system is applied in complex environments with variable lighting, dynamic and articulate scenes, etc.. Furthermore, a video surveillance system is a real-time application, so discouraging the use of good, but computationally expensive, solutions. This paper presents a set of improvements of a basic background subtraction algorithm that are suitable for video surveillance applications. Besides we present a new evaluation scheme never used in the context of moving object detection algorithms.

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تاریخ انتشار 2005