CVPR 2020 Tutorial
Contactless Health Monitoring with AI
Date and time: tentative, June 14 - 19, 2020
Location: The Washington State Convention Center, Seattle, Washington, U.S.
Link to CVPR 2020: http://cvpr2020.thecvf.com/
Abstract
Contactless health monitoring is an emerging research topic in computer vision. Cameras have been used to measure physiological information (e.g. heart rate, breathing rate) and contextual information (e.g. discomfort, delirium) from human face and body for health care. In addition to the camera wavelength range, Radio Frequency (RF) based approaches have also been proposed for health monitoring, such as using Radar, WiFi, RFID, and acoustic signals to measure vital signs and activities (e.g. fall/fatigue detection). The new combination of camera and RF leads to the multi-modal sensing, which further improves the monitoring performance and understanding of human, such as WiFi-based cross-wall activity recognition. This tutorial will give an overview of the latest developments and applications in these three fields, with an in-depth introduction on the core technologies invented by the group.
Schedule
Organizers
Philips Research The Netherlands
TU Eindhoven The Netherlands
Auburn University United States
Sacramento State United States
MIT United States