What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges.
Stefan KalabakovSimon StankoskiIvana KiprijanovskaAndrejaana AndovaNina ResçiçVito JankoMartin GjoreskiMatjaz GamsMitja LustrekPublished in: Sensors (2022)
Keyphrases
- lessons learned
- activity recognition
- human activity recognition
- future directions
- case study
- action recognition
- transfer learning
- human activities
- visual surveillance
- daily life
- smart home environment
- smart home
- accelerometer data
- sensory data
- activity analysis
- smart environments
- activities of daily living
- real world
- participatory design
- human actions
- text classification
- feature space
- feature selection