In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks.
Aurora Polo RodríguezDavid GilChris D. NugentJavier Medina QueroPublished in: IWBBIO (2020)
Keyphrases
- convolutional neural networks
- automatic classification
- feature extraction
- classification scheme
- text classification
- pattern recognition
- classification rules
- real time
- image sequences
- image classification
- classification systems
- pattern classification
- classification accuracy
- machine learning
- decision trees
- feature vectors
- support vector
- support vector machine
- multi sensor
- preprocessing
- classification algorithm
- decision rules
- support vector machine svm
- training samples
- classification method
- feature space
- model selection
- training set
- object detection
- feature selection
- classification process
- high pressure
- mobile robot