On-the-job monitoring method for medical staff based on video analysis and RFID technology

Abstract

The invention provides a medical staff on-duty monitoring method and a medical staff on-duty monitoring system based on video analysis and RFID (radio frequency identification) technology. The method comprises the steps of acquiring a video image in real time in a monitoring region; performing costume detection on a monitored video to acquire a medical staff detection result; selecting to perform face identification or walk identification according to the size of a face of the detected medical staff; performing motion detection to acquire on-duty information of the medical staff; detecting off-duty staff according to the video, and starting an RFID scanning program to determine a staff on-duty situation; furthermore, regularly starting an on-duty scanning program through RFID to judge on-duty situation of the medical staff, wherein if a suspected off-duty situation exists, the system requests a video monitoring system to confirm the situation; if off-duty information is determined, enabling the system to send alarming information of the off-duty situation of the medical staff. Due to the use of machine vision and an electronic communication technology, real-time monitoring on the medical staff is realized; under a condition that electromagnetic pollution and information redundancy are reduced, automatic monitoring and alarming reminding for the on-duty situation of the medical staff are realized.

Description

technical field [0001] The invention relates to an on-post monitoring method for medical personnel, in particular to an on-site monitoring method for medical personnel based on video analysis and RFID technology, and belongs to the technical field of computer vision and radio frequency communication. Background technique [0002] In real life, there are countless and shocking major medical accidents caused by the negligence of medical staff. The intensified disease incidents and the increasingly tense relationship between doctors and patients have put forward new demands on the hospital monitoring system. Combining modern information processing technology and communication technology, the on-duty status monitoring of medical staff can provide objective and reliable information on the status of medical staff leaving work, drowsiness, distraction, and replacement, effectively improving the operating efficiency of medical institutions and positively alleviating the relationship...

AI Technical Summary

Problems solved by technology

In addition, RFID technology provides a faster way for personnel tracking, but frequent RFID signal transmission will inevitably bring electromagnetic pollution and information redundancy

And there will be cost problems in deploying RFID equipment in a large area

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