Presentation

Blending Camera and 77 GHz Radar Sensing for Equitable, Robust Plethysmography
SessionTechnical Papers
Authors
Alexander Vilesov
Pradyumna Chari
Adnan Armouti
Anirudh Bindiganavale Harish
Kimaya Kulkarni
Ananya Deoghare
Laleh Jalilian
Achuta Kadambi
Event Type
Technical Paper
Interest Areas
Research & Education
Presentation Types
Virtual
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DescriptionMany existing methods for remote heart-rate monitoring use RGB cameras; however, there is a performance loss for darker skin tones. We reduce this bias while improving performance through fusion with a fairer modality — radar. That is, we show the Pareto frontier (for camera sensing alone) improves on our dataset.
Authors
Alexander Vilesov
University of California Los Angeles
Pradyumna Chari
University of California Los Angeles
Adnan Armouti
University of California Los Angeles
Anirudh Bindiganavale Harish
University of California Los Angeles
Kimaya Kulkarni
University of California Los Angeles
Ananya Deoghare
University of California Los Angeles
Laleh Jalilian
University of California Los Angeles
Achuta Kadambi
University of California Los Angeles