Effective 3D action recognition using EigenJoints
Effective method to recognize human actions using 3D skeleton joints. New action feature descriptor, EigenJoints, for action recognition. Accumulated Motion Energy (AME) method to perform informative frames selection. Our proposed approach significantly outperforms the state-of-the-art methods on three public datasets.
action recognition skeleton joints accumulated motion energy informative frame selection rgbd camera depth data 3d action feature representation nave-bayes-nearest-neighbor