Real-Time Fuzzy Monitoring of Sitting Posture: Development of a New Prototype and a New Posture Classification Algorithm to Detect Postural Transitions.
Leonardo MartinsBruno RibeiroHugo PereiraRui AlmeidaJéssica CostaCláudia QuaresmaAdelaide JesusPedro VieiraPublished in: BIOSTEC (Selected Papers) (2015)
Keyphrases
- classification algorithm
- real time
- hand postures
- human body
- knn
- k nearest neighbor
- training set
- training phase
- fuzzy sets
- document classification
- hierarchical classification
- class labels
- support vector machine
- accurate classification
- learning algorithm
- fuzzy logic
- situational awareness
- classification rules
- naive bayes
- complex background
- classification method
- activity monitoring
- monitoring system
- multi label classification
- hand gestures
- human motion
- information retrieval
- database