RGB-D Video Monitoring System to Assess the Dementia Disease State Based on Recurrent Neural Networks with Parametric Bias Action Recognition and DAFS Index Evaluation.
Sabrina IarloriFrancesco FerracutiAndrea GiantomassiSauro LonghiPublished in: ICCHP (2) (2014)
Keyphrases
- action recognition
- monitoring system
- recurrent neural networks
- human actions
- action classification
- spatial temporal
- video dataset
- action detection
- recognizing human actions
- bag of words
- static images
- recognition of human actions
- computer vision
- neural network
- human activities
- body parts
- motion features
- space time interest points
- depth cameras
- activity recognition
- human detection
- artificial neural networks
- health status
- feed forward
- health monitoring
- echo state networks
- spatio temporal
- view invariant
- real time
- video sequences
- video surveillance
- action recognition in videos
- safe operation
- video data
- motion history images
- genetic algorithm
- recognizing actions