Deep Residual Split Directed Graph Convolutional Neural Networks for Action Recognition.
Bo FuShilin FuLiyan WangYuhan DongYonggong RenPublished in: IEEE Multim. (2020)
Keyphrases
- directed graph
- action recognition
- convolutional neural networks
- convolutional network
- random walk
- human actions
- computer vision
- activity recognition
- action classification
- bag of words
- human detection
- spatial temporal
- recognizing human actions
- recognizing actions
- depth sensors
- body parts
- bag of features
- static images
- graph structure
- undirected graph
- video dataset
- directed edges
- strongly connected
- graph properties
- keywords
- action primitives
- independent subspace analysis
- human activities
- learning algorithm
- recognition of human actions
- view invariant action recognition
- view invariant
- depth cameras
- human pose
- data streams
- multiscale