Unsupervised Feature Learning of Human Actions as Trajectories in Pose Embedding Manifold.
Jogendra Nath KunduMaharshi GorPhani Krishna UppalaR. Venkatesh BabuPublished in: CoRR (2018)
Keyphrases
- human actions
- unsupervised feature learning
- body pose
- recognizing actions
- view invariant
- human pose
- action recognition
- deep learning
- spatio temporal
- higher order
- activity recognition
- human motion
- human body
- pose estimation
- space time
- video sequences
- human activities
- latent space
- motion patterns
- visual features
- body parts
- moving objects
- low dimensional
- d objects
- motion trajectories
- computer vision
- manifold learning
- position and orientation
- active learning
- data mining
- high dimensional
- joint angles
- feature space