CNN for Hand Washing Movement Classification: What Matters More - the Approach or the Dataset?
Atis ElstsMaksims IvanovsRoberts KadikisOlegs SabelnikovsPublished in: IPTA (2022)
Keyphrases
- benchmark datasets
- automatic classification
- classification scheme
- classification algorithm
- feature vectors
- pattern recognition
- classification accuracy
- pattern classification
- classification systems
- machine learning
- decision trees
- training set
- object classification
- support vector machine
- feature set
- feature extraction
- model selection
- clustering algorithm
- class labels
- support vector machine svm
- classification method
- machine learning methods
- feature space
- category labels
- cellular neural networks
- database
- classification process
- convolutional neural network
- uci datasets
- fold cross validation
- trajectory data
- classification models
- svm classifier
- machine learning algorithms
- training samples
- text classification
- preprocessing
- object recognition
- support vector
- similarity measure
- feature selection
- neural network