Formation Analysis Method for Team Sports Using Deep Graph Convolutional Neural Network with Geometric Formation Features as Input.
Shunsuke TakagiYohei NakadaPublished in: BigMM (2023)
Keyphrases
- convolutional neural network
- graph representation
- feature set
- preprocessing
- prior knowledge
- input features
- input data
- geometric constraints
- classification method
- detection method
- geometric features
- extracted features
- graph matching
- segmentation method
- similarity measure
- random walk
- probabilistic model
- support vector
- clustering method
- object detection
- significant improvement
- feature analysis
- graph theoretical