Class-Incremental Gesture Recognition Learning with Out-of-Distribution Detection

Mingxue Li,Yang Cong,Yuyang Liu,Gan Sun,Mingxue Li,Yang Cong,Yuyang Liu,Gan Sun

Gesture recognition is a popular human-computer interaction technology, which has been widely applied in many fields (e.g., autonomous driving, medical care, VR and AR). However, 1) most existing gesture recognition methods focus on the fixed recognition scenarios with several gestures, which could lead to memory consumption and computational effort when continuously learning new gestures; 2) Mean...