The invention provides a vehicle blind area monitoring method and device based on an electronic rearview mirror and a storage medium. The method comprises the steps that a camera installed on an electronic rearview mirror of a vehicle is used for collecting environment information around the vehicle, and the environment information is preprocessed to extract target information; the target information is input into a target detection model, the target detection model comprises a channel attention module and a space attention module, the channel attention module is used for compressing the feature map in the space dimension and generating a channel attention feature map, and the space attention module is used for compressing the feature map in the channel dimension and generating a channel attention feature map; generating a spatial attention feature map; and detecting and identifying the target information by using the target detection model, outputting a detection result, and carrying out blind area monitoring based on the detection result. According to the invention, the complexity and cost of the system can be reduced, the real-time performance and precision of target detection are improved, and the effect of vehicle blind area monitoring is improved.
本申请提供一种基于电子后视镜的车辆盲区监测方法、装置及存储介质。该方法包括:利用安装在车辆电子后视镜上的摄像头对车辆周围的环境信息进行采集,并对环境信息进行预处理,以提取目标信息;将目标信息输入至目标检测模型中,其中,目标检测模型包括通道注意力模块和空间注意力模块,通道注意力模块用于在空间维度上压缩特征图,并生成通道注意力特征图,空间注意力模块用于在通道维度上压缩特征图,并生成空间注意力特征图;利用目标检测模型对目标信息进行检测和识别,输出检测结果,并基于检测结果进行盲区监测。本申请能够降低系统复杂性和成本,提高目标检测的实时性和精度,从而提升车辆盲区监测的效果。
Vehicle blind area monitoring method and device based on electronic rearview mirror and storage medium
基于电子后视镜的车辆盲区监测方法、装置及存储介质
2024-12-06
Patent
Electronic Resource
Chinese
IPC: | G06V / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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