基于确定学习的数字手势识别

Digital-hand Gesture Recognition Using Deterministic Learning

基于确定学习理论研究手势识别方法,并以阿拉伯数字0~9为例,通过2折和10折的交叉验证实验,阿拉伯数字0~9的识别率分别为95.83%和97.25%,即证明该方法具有高识别率。

This paper is to develop a new method for hand gesture recognition based on deterministic learning theory and represented by Arabic numbers 0~9.By using the 2-fold and 10-fold cross-validation styles,the correct recognition rates of Arabic numbers 0~9 are reported to be 95.83%and 97.25%,respectively,which means the method for hand gesture recognition based on deterministic learning theory has a high recognition rate.