
Grant Ellison
The Future of Health Monitoring is Now!
What if the device you use every day could become your personal health guardian? Imagine your smartphone not just connecting you to the world but to a deeper understanding of your own well-being.
This isn't science fiction; it's the future being mapped out right now, and a groundbreaking new UAre Research Paper - Enhanced Smartphone Based Health Monitoring - An Analysis of Fused rPPG, rBCG and 3D Facial Modelling, shows us exactly how.
This paper unveils an innovative approach that combines three powerful technologies, all using the camera you already have in your pocket, to create a comprehensive health monitoring tool.
The Power of Three-in-one Sensing
At its heart, the system smartly fuses data from two methods to get a powerful reading of your cardiovascular health.
First is remote Photoplethysmography (rPPG), a technique that lets your phone’s camera detect the tiny colour changes in your skin caused by blood flowing with each heartbeat. It’s like seeing your pulse.
The second is remote Ballistocardiography (rBCG), which tracks the microscopic head movements caused by the body's recoil from the force of your heart pumping blood.
Each has its limitations individually. rPPG can be affected by poor lighting, while rBCG is very sensitive to movement. But together, they form a perfect team.
The research shows that by fusing them, the system can overcome these challenges, delivering significantly more accurate and reliable heart rate measurements, especially in real-world conditions with motion or changing light.
A Deeper, More Personal Picture of Health
The real breakthrough comes with the third layer: 3D facial modelling.
The system unlocks two incredible benefits by creating a detailed 3D map of your face from the same video stream. First, it makes vital sign measurements even more robust by providing a stable model of your face, helping to perfectly track your skin for rPPG and isolate the heart's tiny signals for rBCG.
Second, and most excitingly, it opens the door to new health insights. The research explores how analysing facial structure and shape can accurately estimate Body Mass Index (BMI) without you ever stepping on a scale. This transforms your phone from a simple heart rate monitor into a tool for assessing broader health metrics, offering a more holistic view of your wellness journey.
You Are in Control
This research isn't just about technology; it's about empowerment. It’s about moving health monitoring out of the clinic and into your daily life, making it non-invasive, convenient, and continuous.
By turning your smartphone into a reliable health dashboard, this work paves the way for a future where you can track your health trends, catch potential issues earlier, and feel more in control of your well-being than ever before.
The science is complex, but the mission is simple: to help you live better and longer. This paper is your first look into that inspiring future.
Want to Learn More?
Want to dive deeper into the science that’s turning your smartphone into a powerful health tool? Download the full UAre Research Paper - Enhanced Smartphone Based Health Monitoring - An Analysis of Fused rPPG, rBCG and 3D Facial Modelling and discover the future of personal health monitoring today!

Grant Ellison
Entrepreneur | Investor | Athlete
Grant is a highly successful entrepreneur and strategist. He has founded and led award-winning multi-national technology businesses through start-up, scale-up, public listing and exit. With his Co-founders and the world-class team at UAre, Grant is driven by the opportunity to help millions of people find their ideal balance and live healthier, happier, longer lives