Motion-tolerant heart rate estimation from face videos using derivative filter
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-019-07849-x
Abstract: Imaging photoplethysmography (IPPG) technique allows us to extract blood volume pulse (BVP) signals from face videos for measuring heart rate (HR), which is useful in applications such as neonatal monitoring, telemedicine and affective computing. Because… read more here.
Keywords: motion; estimation; face videos; face ... See more keywords
Robust heart rate estimation from mobile face videos using an auto‐encoder
Sign Up to like & getrecommendations! Published in 2020 at "Electronics Letters"
DOI: 10.1049/el.2020.1386
Abstract: Providing an easy-to-use and non-invasive heart rate estimation system for home healthcare is imperative for detecting health deterioration in the early stages and for providing preventive treatments. To this end, we propose a ballistocardiographic method… read more here.
Keywords: heart; auto encoder; face videos; rate estimation ... See more keywords
Multi-modality Deep Restoration of Extremely Compressed Face Videos
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DOI: 10.1109/tpami.2022.3157388
Abstract: Arguably the most common and salient object in daily video communications is the talking head, as encountered in social media, virtual classrooms, teleconferences, news broadcasting, talk shows, etc. When communication bandwidth is limited by network… read more here.
Keywords: face; modality deep; deep restoration; face videos ... See more keywords