Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers.
Ashish SinghAntonio BevilacquaThach Le NguyenFeiyan HuKevin McGuinnessMartin O'ReillyDarragh WhelanBrian CaulfieldGeorgiana IfrimPublished in: Data Min. Knowl. Discov. (2023)
Keyphrases
- multivariate time series
- pose tracking
- support vector
- human body
- motion capture
- training set
- robust tracking
- feature selection
- dimension reduction
- model selection
- feature space
- unsupervised learning
- support vector machine svm
- machine learning
- high dimensionality
- sensor fusion
- feature vectors
- partial occlusion
- temporal data
- image processing