Contour to Centroid Distance Graph as Feature in Hand Gesture Recognition

International Conference on Science and Innovated Engineering

工业技术（总论）;自然科学（总论）

Fachri Yanuar Rudi, F.^1 ; Yuniarno, Eko Mulyanto^1

Jurusan TIK Politeknik Negeri Lhokseumawe, Fakultas Teknologi Industri, Jurusan Teknik Elektro, Program Studi Jaringan Cerdas Multimedia ITS Surabaya, Indonesia^1

关键词: Data glove;    Distance graphs;    Earth Mover's distance;    Hand contour;    Hand gesture;    Hand-gesture recognition;    Human lives;    Kinect cameras;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/536/1/012150/pdf
DOI  :  10.1088/1757-899X/536/1/012150

来源: IOP

【 摘 要 】

Hand gesture is often used as a way of communication that is intuitive and convenient in everyday human life. Kinect camera gives cheaper and easier way to research about the hand gesture than data glove. This research combines previous research Finger-Earth Mover's Distance (FEMD) base and Fuzzy to recognize hand gestures captured by Kinect camera. The results are graphic of each gesture obtained from a distance of centroids to hand contour. This research will be followed by next research applying fuzzy of classifying each graph of hand gesture.