Isolated Sign Language Recognition with Grassmann Covariance Matrices
Hanjie Wang, Xiujuan Chai, Xiaopeng Hong, Guoying Zhao, Xilin Chen · 2016 · ACM Transactions on Accessible Computing
This paper proposes a novel method for isolated sign language recognition using Grassmann Covariance Matrices (GCM) to fuse multimodal features captured by Microsoft Kinect. With 360 million people worldwide affected by hearing loss—21 million in China alone—automatic sign…
sign language recognition · Chinese sign language · computer vision · machine learning · deaf and hard of hearing