The invention relates to the technical field of pedestrian recognition, in particular to a method and a system for intelligently recognizing a pedestrian on a road, a medium and equipment. The methodfor intelligently recognizing a pedestrian on a road comprises the steps of: setting a safety area and an intrusion forbidding area in a pedestrian crossing video monitoring area; detecting the position of a pedestrian by using a YOLO target detection model based on FCN; analyzing the moving path or the static path of the pedestrian through an attitude estimation network model; and when the pedestrian stays still in the safety area and moves or stays still in the invasion forbidding area, sending out early warning information. Compared with the prior art, the method for intelligently recognizing a pedestrian on a road is wide in monitoring range, easy to use and flexible in deployment, improves the pedestrian recognition accuracy and monitoring degree, accurately detects pedestrians and recognizes that the detected pedestrians do not walk on the pedestrian crosswalk, reminds the pedestrians for early warning in time, reduces human resource waste caused by manual all-weather supervision, and avoids traffic accidents.
本发明涉及行人识别技术领域,特别涉及一种道路中智能识别行人的方法、系统、介质及设备,其中,一种道路中智能识别行人的方法包括在人行横道视频监控区域,设定安全区域和禁止入侵区域;利用基于FCN的YOLO目标检测模型检测行人的位置;通过姿态估计网络模型分析行人的运动行径或静止行径;当行人在安全区域内静止和在禁止入侵区域运动或静止时,发出预警信息。与现有技术相比,本发明提供的一种道路中智能识别行人的方法,监测面广,使用简单,部署灵活,不仅提高了行人识别的准确度和监测度,准确检测并识别检测行人未走人行横道,及时提醒行人预警,还减少人工全天候监管导致的人力资源浪费,避免交通事故的发生。
Method and system for intelligently recognizing pedestrian on road, medium and equipment
一种道路中智能识别行人的方法、系统、介质及设备
2021-02-09
Patent
Elektronische Ressource
Chinesisch
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