1. 손 표현 인식을 위한 계층적 손 자세 모델.
- Author
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허경용, 송복득, and 김지홍
- Subjects
COMPUTER interfaces ,FINGERS ,USER interfaces ,SIGN language ,GESTURE ,ROBOT hands - Abstract
For hand expression recognition, hand pose recognition based on the static shape of the hand and hand gesture recognition based on the dynamic hand movement are used together. In this paper, we propose a hierarchical hand pose model based on finger position and shape for hand expression recognition. For hand pose recognition, a finger model representing the finger state and a hand pose model using the finger state are hierarchically constructed, which is based on the open source MediaPipe. The finger model is also hierarchically constructed using the bending of one finger and the touch of two fingers. The proposed model can be used for various applications of transmitting information through hands, and its usefulness was verified by applying it to number recognition in sign language. The proposed model is expected to have various applications in the user interface of computers other than sign language recognition. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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