Variable-length accelerometer features and electromyography to improve accuracy of fetal kicks detection during pregnancy using a single wearable device.
Marco AltiniElisa RossettiMichiel RooijakkersJulien PendersDorien LanssensLars GrietenWilfried GyselaersPublished in: BHI (2017)
Keyphrases
- variable length
- fixed length
- support vector machine classifier
- classification accuracy
- physical activity
- feature extraction
- false positives
- activity recognition
- gesture recognition
- human computer interaction
- wearable devices
- inertial sensors
- feature vectors
- feature space
- heart rate
- ultrasound images
- multiresolution
- computational complexity
- multiscale
- computer vision
- machine learning