Detecting falls and estimation of daily habits with depth images using machine learning algorithms.
Soumaya MsaadGeoffroy CormierGuy CarraultPublished in: EMBC (2020)
Keyphrases
- machine learning algorithms
- depth images
- random forests
- benchmark data sets
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- depth information
- machine learning models
- pose estimation
- time of flight
- depth map
- low resolution
- machine learning approaches
- standard machine learning algorithms
- data mining
- color information
- markov random field
- three dimensional
- statistical machine learning
- data sets