The invention discloses a hand posture recognition method, a storage medium and a vehicle. The method comprises the steps that a time sequence hand 3D image is acquired; performing feature extraction on each hand 3D image in the time sequence hand 3D images to obtain time sequence hand 3D skeleton key points; and inputting the time sequence hand three-dimensional skeleton key points into a pre-trained hand posture recognition model, and recognizing to obtain a hand posture. According to the method, hand posture recognition is carried out based on multiple frames of images, more diversified gestures can be recognized, more gesture interaction functions can be achieved, meanwhile, few computing resources are needed, the applicability is high, and the method has the great cost advantage when newly-added gestures exist.

    本发明公开了一种手部姿态识别方法、存储介质以及车辆,方法包括:获取时序手部3D图像;对时序手部3D图像中的各手部3D图像进行特征提取,得到时序手部三维骨骼关键点;将时序手部三维骨骼关键点输入至预先训练好的手部姿态识别模型,识别得到手部姿态。该方法基于多帧图像进行手部姿态识别,能够识别出更多样性的手势,有利于更多手势交互功能的实现,同时且需要的计算资源少,适用性强,在有新增手势时有较大的成本优势。


    Access

    Download


    Export, share and cite



    Title :

    Hand posture recognition method, storage medium and vehicle


    Additional title:

    手部姿态识别方法、存储介质以及车辆


    Contributors:
    FANG LIWEI (author)

    Publication date :

    2023-02-03


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06V / B60R Fahrzeuge, Fahrzeugausstattung oder Fahrzeugteile, soweit nicht anderweitig vorgesehen , VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung



    Real-time hand posture recognition using range data

    Malassiotis, S. / Strintzis, M. G. | British Library Online Contents | 2008


    Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition

    Milosevic, Bojan / Farella, Elisabetta / Benatti, Simone | BASE | 2018

    Free access


    Finger identification and hand posture recognition for human-robot interaction

    Yin, X. / Xie, M. | British Library Online Contents | 2007


    Seat posture adjusting method and device, vehicle and storage medium

    ZHOU ZHAOFU / YANG BIN / QU XIANSHENG et al. | European Patent Office | 2023

    Free access