Escalator use behavior identification method, system and device

The invention discloses an escalator use behavior recognition method, system and device, and the method comprises the steps: collecting an escalator region image in real time, and carrying out the region drawing, so as to obtain a region of interest; performing human body detection based on the region of interest to obtain a passenger target; executing multi-target tracking based on the passenger target to obtain a passenger track; and on the basis of the passenger track, in combination with a preset judgment rule, abnormal behavior recognition is completed, and a recognition result is obtained. The system comprises a region segmentation module, a passenger detection module, a passenger tracking module and an identification module. The device comprises a memory and a processor used for executing the escalator use behavior recognition method. According to the invention, the method can achieve the recognition of the congestion and long-time stay conditions of the entrance and exit of the escalator. The method c