Experiences with Publicly Open Human Activity Data Sets - Studying the Generalizability of the Recognition Models.
Pekka SiirtolaHeli KoskimäkiJuha RöningPublished in: ICPRAM (2018)
Keyphrases
- human activities
- activity recognition
- data sets
- human activity recognition
- action recognition
- sensor data
- training data
- human computer interaction
- training set
- prior knowledge
- human actions
- activity analysis
- visual surveillance
- smart environments
- machine learning algorithms
- recognition rate
- natural language processing
- active learning
- spatio temporal
- object recognition
- feature selection
- machine learning