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在即将建设完成的全国公安机关视频图像资源的整合与共享平台下,将BP网络作为一个模块加入视频监控系统中,通过对BP网络的训练,形成对犯罪嫌疑人步态信息的记忆,形成记忆的BP网络对视频监控系统采集的行人步态信息进行识别,若是可疑人员立刻通知民警进行处理。从而将步态识别的应用扩大至全国视频监控范围,同时为BP神经网络的应用提供了新方向。
Under the platform of integration and sharing of the video image resources of the public security organs in the near future, the BP network is added as a module into the video surveillance system. Through the training of the BP network, the memory of the suspect gait information is formed and the memory is formed The BP network identifies the pedestrian gait information collected by the video surveillance system, and if the suspicious persons immediately notify the police for processing. Therefore, the application of gait recognition is extended to the national video surveillance range, and a new direction is provided for the application of BP neural network.