Deep Neural Network–Based Double-Check Method for Fall Detection Using IMU-L Sensor and RGB Camera Data
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3065105
Abstract: Existing methods for fall detection may not detect a fall when it occurs or may generate a false alarm when a fall does not occur. In order to overcome these limitations and detect falls with… read more here.
Keywords: method; fall; imu sensor; rgb ... See more keywords
Learning Disentangled Representation for Mixed- Reality Human Activity Recognition With a Single IMU Sensor
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2021.3111996
Abstract: Together with the rapid development of the sensors technology in recent years, sensor-based human activity recognition (HAR) has shown promising performance using well-known supervised deep learning methods. However, it remains challenging in a realistic scenario,… read more here.
Keywords: disentangled representation; human activity; imu sensor; activity recognition ... See more keywords
Reliability in measurement of three-dimensional anterior pelvic plane orientation by registration with an inertial measurement unit
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Surgery"
DOI: 10.3389/fsurg.2022.1011432
Abstract: It is strongly challenging to obtain functional movement of the pelvis based on the three-dimensional (3D) dynamic anterior pelvic plane (APP) orientation information. This study provided the 3D APP orientation measurement technique by registration with… read more here.
Keywords: anterior pelvic; orientation; imu sensor; three dimensional ... See more keywords