The invention discloses a driving intention recognition method and device, equipment and a medium. The driving intention recognition method is applied to the driving intention recognition system, and the driving intention recognition system comprises a pre-processing module, a reasoning module and a post-processing module. The driving intention recognition method comprises the following steps: acquiring original driving data of a vehicle through a pre-processing module, and performing data processing of a set mode on the original driving data to obtain a target driving feature; performing intention recognition on the target driving feature through the reasoning module to obtain an intention recognition result of the driver; and correcting the intention recognition result through the post-processing module to obtain a target intention recognition result. According to the technical scheme, through the optimized processing flow of the pre-processing module and the post-processing module, the driving key features can be rapidly and accurately extracted, redundant information is reduced, the accuracy of the model is improved, and the reliability of an intention recognition result is further improved.

    本发明公开了一种驾驶意图识别方法、装置、设备及介质。其中,该方法包括:所述驾驶意图识别方法应用于驾驶意图识别系统,该系统包括前处理模块、推理模块以及后处理模块;所述驾驶意图识别方法包括:通过所述前处理模块获取车辆的原始驾驶数据,对所述原始驾驶数据进行设定方式的数据处理,得到目标驾驶特征;通过所述推理模块对所述目标驾驶特征进行意图识别,得到驾驶员的意图识别结果;通过所述后处理模块对所述意图识别结果进行修正,得到目标意图识别结果。本技术方案,通过优化的前处理模块和后处理模块的处理流程,能够快速且精准地提取出驾驶关键特征,减少了冗余信息,提高了模型的准确性,进一步提升了意图识别结果的可靠性。


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    Title :

    Driving intention recognition method and device, equipment and medium


    Additional title:

    一种驾驶意图识别方法、装置、设备及介质


    Contributors:
    JIANG DE (author) / YANG QINGXIANG (author) / TANG SHOUXU (author) / ZHANG LEI (author) / LIU BING (author) / LIU TAO (author)

    Publication date :

    2025-05-30


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



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