Camera-based fall detection using real-world versus simulated data: how far are we from the solution? KU Leuven
Several new algorithms for camera-based fall detection have been proposed, with the aim of reliably alerting caregivers about older persons' falls at home. These algorithms have been evaluated almost exclusively using brief segments of video data captured in artificial environments under optimal conditions and with falls simulated by actors. By contrast, we collected real-life video data recorded over several months at seven older persons' ...