Draw In Air

Hand gesture classification through fingertip coordinate regression in a temporal model for touch-less interactions in AR. We highlight how a model, that is separately trained to regress fingertip in conjunction with a classifier trained on limited classification data, would perform better over end-to-end models. We also propose a dataset of 10 egocentric pointing gestures designed for AR applications for testing our model.