Principal component analysis can decrease neural networks performance for incipient falls detection: A preliminary study with hands and feet accelerations.
Fiorenzo ArtoniDario MartelliVito MonacoSilvestro MiceraPublished in: EMBC (2016)
Keyphrases
- neural network
- principal component analysis
- automatic detection
- pattern recognition
- fuzzy logic
- false positives
- genetic algorithm
- detection accuracy
- event detection
- covariance matrix
- anomaly detection
- object detection
- detection algorithm
- detection method
- singular value decomposition
- face recognition
- principal components
- degrees of freedom
- body parts
- multi layer
- fuzzy systems
- face detection
- low dimensional
- false alarms
- computer vision