A novel approach for simultaneous human activity recognition and pose estimation via skeleton-based leveraging WiFi CSI with YOLOv8 and mediapipe frameworks.
Hicham BoudlalMohammed SerrhiniAhmed TahiriPublished in: Signal Image Video Process. (2024)
Keyphrases
- human activities
- wifi
- smart home
- recognition and pose estimation
- d objects
- activity recognition
- mobile devices
- wireless networks
- object representations
- pose estimation
- sensor data
- location information
- end to end
- smart phones
- human computer interaction
- wireless communication
- invariant recognition
- action recognition
- complex objects
- ad hoc networks
- network architecture
- mobile networks
- object categorization
- shape analysis
- urban environments
- data sets
- viewpoint
- object categories
- shape descriptors
- mobile applications
- smart card
- spatial information
- computer simulation
- object recognition