Real-time sign language recognition using RGBD stream: spatial-temporal feature exploration

Abstract

We propose a novel spatial-temporal feature set for sign language recognition, wherein we construct explicit spatial and temporal features that capture both hand movement and hand shape. Experimental results show that the proposed solution outperforms existing one in terms of accuracy.