Single-camera multi-target pedestrian tracking method
A pedestrian tracking, single camera technology, applied in the field of computer vision, to achieve the effect of improving model accuracy, high accuracy and stability, and improving accuracy
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[0044]The present invention will be further described below with reference to the accompanying drawings.
[0045]ReferFigure 1 ~ 7 A single-camera multi-target pedestrian tracking method, first use the camera installed in the monitoring area to collect pedestrian video images, then adjust the collected image size, then adjust the adjusted image to the training improvement YOLOV4-TINY pedestrian detection network, using the split box method removes the abnormal pedestrian detection box in the test results, and then inputs the screening detection result into the Deepsort algorithm to track the tracking and record the tracking information, and finally use the pedestrian unpredictable frame. The correction algorithm of the number and predictive position correction of the abnormally disappeared pedestrian target.
[0046]The single-camera multi-target pedestrian tracking method of this embodiment includes the following steps:
[0047]S1, using the camera video image installed in the monitoring ar...
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