Comparison and Performance Analysis of Machine Learning Algorithms for the Prediction of Human Actions in a Smart Home Environment.
Basman M. Hasan AlhafidhWilliam H. AllenPublished in: ICCDA (2017)
Keyphrases
- machine learning algorithms
- human actions
- smart home environment
- action recognition
- activity recognition
- benchmark data sets
- learning algorithm
- spatio temporal
- machine learning
- human activities
- smart home
- decision trees
- prediction accuracy
- space time
- random forests
- surveillance system
- human motion
- standard machine learning algorithms
- video sequences
- visual features
- transfer learning
- computer vision
- artificial intelligence
- pairwise
- home environments
- collaborative filtering