Head and Body Motion Prediction to Enable Mobile VR Experiences with Low Latency
As virtual reality (VR) and augmented reality (AR) applications grow in popularity across economic sectors, so does the need for high-quality, lightweight and mobile VR. Yet to enable a truly mobile VR experience, mobile head-mounted displays (HMDs…
Offline and Online Learning Techniques for Personalized Blood Pressure Prediction and Health Behavior Recommendations
Although blood pressure (BP) is one of the chief indicators of human health and is highly correlated to various health behaviors such as sleep and exercise, little is known about how each of these health behaviors may affect any given individual’s…
Towards and On-Demand Virtual Physical Therapist: Machine Learning-Based Patient Action Understanding, Assessment and Task Recommendation
This study proposes a machine-learning based on-demand virtual physical therapy (PT) system to enable patients with Parkinson’s Disease to improve balance and mobility. As patients engage in three PT tasks with varying levels of difficulty, their…
