The invention discloses a cockpit control method. The method comprises the following steps: acquiring target video data; performing feature extraction on the target video data to obtain optical flow information and RGB pixel information of the target video data; inputting the optical flow information and the RGB pixel information into a pre-trained prediction model, and predicting a shooting view angle of target video data or/and a wind speed of a space where a target object in the target video data is located; controlling the cabin based on the shooting view angle of the target video data or/and the wind speed of the space where the target object in the target video data is located; according to the invention, through the multi-frame short video data, the model can better identify the change of the continuous information of the picture, and the identification rate is high; by extracting the optical flow information, the model can pay attention to the motion condition in a picture, and a gain effect on prediction is achieved; and meanwhile, RGB information is fused with multi-frame optical flow information, so that the motion characteristics of picture contents can be increased, the two characteristics are mutually gained, and even if an abnormal condition is encountered, better prediction can be carried out.

    本申请公开了一种座舱控制方法,包括:获取目标视频数据;对所述目标视频数据进行特征提取,得到目标视频数据的光流信息和RGB像素信息;将所述光流信息以及所述RGB像素信息输入至预先训练的预测模型中,对目标视频数据的拍摄视角或/和目标视频数据中目标对象所在空间的风速进行预测;基于目标视频数据的拍摄视角或/和目标视频数据中目标对象所在空间的风速对座舱进行控制;本申请通过多帧短视频数据,可以使得模型更好地识别到画面连续信息的变化,识别率较高;通过对光流信息的提取,可以使得模型关注到画面中运动情况,对预测有增益效果;同时RGB信息融合多帧光流信息,可以增加画面内容的运动特征,两种特征相互增益,即使遇到异常情况也可以较好地预测。


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    Title :

    Cabin control method, device, equipment and medium


    Additional title:

    一种座舱控制方法、装置、设备及介质


    Contributors:
    ZHANG BAOLIN (author) / HE HAO (author) / HUANG YONGBO (author) / REN YI (author) / YANG CHAO (author) / ZENG XIN (author) / WU TAO (author) / HE ZHENGYI (author) / LIANG JIACHEN (author) / ZHONG JIARUN (author)

    Publication date :

    2025-02-21


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06V / B60H ARRANGEMENTS OR ADAPTATIONS OF HEATING, COOLING, VENTILATING, OR OTHER AIR-TREATING DEVICES SPECIALLY FOR PASSENGER OR GOODS SPACES OF VEHICLES , Anordnung oder Einbau der Heizung, Kühlung, Lüftung oder anderer Luftbehandlungsvorrichtungen für die Fahrzeugräume für Reisende oder Fracht



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