Real-time Sign Language Recognition with Guided Deep Convolutional Neural Networks
Zhengzhe Liu, Fuyang Huang, Gladys Tang, Felix Yim Binh Sze, Jing Qin, Xiaogang Wang, Qiang Xu · 2016
We develop a real-time, robust and accurate sign language recognition system leveraging deep convolutional neural networks(DCNN). Our framework is able to prevent common problems such as error accumulation of existing frameworks and it outperforms state-of-the-art frameworks in terms of accuracy, recognition time and usability.