Provided are an apparatus for recognizing a gesture and a fingerspelling using a cluster radar and a 3D convolution neural network and a method thereof. According to an embodiment of the present invention, the apparatus for recognizing a gesture and a fingerspelling detects a hand gesture of a user in a non-contact manner and recognizes a gesture and a fingerspelling from sensed data generated by a sensor unit using the 3D convolution neural network. Accordingly, a gesture recognition rate is increased and text input can be simplified.

    클러스터 레이더와 3차원 컨볼루션 신경망을 이용한 제스처 및 지문자 인식 장치 및 방법이 제공된다. 본 발명의 실시예에 따른 제스처 및 지문자 인식 장치는, 사용자의 손동작을 비접촉식으로 감지하고, 3D 컨벌루션 신경망을 이용하여 센서부에 의해 생성된 감지 데이터로부터 제스처와 지문자를 인식한다. 이에 의해, 제스처 인식률을 높이고 문자 입력을 간편화 할 수 있게 된다.


    Access

    Download


    Export, share and cite



    Title :

    3 Apparatus and Method for Recognizing Gestures and Finger Spellings using Cluster Radar and 3D Convolution Neural Network


    Additional title:

    클러스터 레이더와 3차원 컨볼루션 신경망을 이용한 제스처 및 지문자 인식 장치 및 방법


    Contributors:

    Publication date :

    2020-03-06


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Korean


    Classification :

    IPC:    G06K Erkennen von Daten , RECOGNITION OF DATA / B60K Anordnung oder Einbau von Antriebseinheiten oder von Kraft- bzw. Drehmomentübertragungen in Fahrzeugen , ARRANGEMENT OR MOUNTING OF PROPULSION UNITS OR OF TRANSMISSIONS IN VEHICLES / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    SYSTEM AND METHOD FOR RECOGNIZING GESTURES

    European Patent Office | 2024

    Free access

    SYSTEM AND METHOD FOR RECOGNIZING GESTURES

    KANG SE JIN / PARK JAE HONG | European Patent Office | 2021

    Free access

    Recognizing Very Small Face Images Using Convolution Neural Networks

    Horng, Shi-Jinn / Supardi, Julian / Zhou, Wanlei et al. | IEEE | 2022


    Recognizing hand gestures using the weighted elastic graph matching (WEGM) method

    Li, Y. T. / Wachs, J. P. | British Library Online Contents | 2013


    Recognizing touch gestures for social human-robot interaction

    Altuğlu, Tuğçe Ballı / Altun, Kerem | BASE | 2015

    Free access