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Maksim Lukyanchenko - A moving object detection in a video stream received from moving camera

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Moving Object Detection in Video Streams Received from a Moving Camera Reporter: Ph.D. Student Maksim Lukyanchenko National Research Nuclear University MEPhI

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Page 1: Maksim Lukyanchenko - A moving object detection in a video stream received from moving camera

Moving Object Detection in Video Streams Received from a Moving

Camera

Reporter:Ph.D. StudentMaksim Lukyanchenko

National Research Nuclear University MEPhI

Page 2: Maksim Lukyanchenko - A moving object detection in a video stream received from moving camera

Moving Object Detection in Video Streams Received from a Moving Camera

Research goals:• Design an improved moving-object detection method using data from a free-moving camera with a non-stationary background• High detection performance• Fast processing speed

Page 3: Maksim Lukyanchenko - A moving object detection in a video stream received from moving camera

Moving Object Detection in Video Streams Received from a Moving Camera

Main ideas:

Page 4: Maksim Lukyanchenko - A moving object detection in a video stream received from moving camera

Moving Object Detection in Video Streams Received from a Moving Camera

Results:• Reliable separation of one of the moving object in the scene in the presence of movable background• Frame rate on CPU: 20-21 fps

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