Abstract
This paper presents methodological advances on pulse measurement through thermal imaging of the face - a modality that recovers thermo-physiological function. Two previous methods that capitalized on heat transfer effects along and across the vessel during pulse propagation have been brought together in a fusion scheme. In addition, the quality of the extracted physiological signals has improved thanks to sophisticated tracking and noise reduction algorithms. Finally, parameter optimization has fine-tuned harmonic analysis of the signals, thus, strengthening the measurement accuracy. Comparative experiments that were conducted on a dataset of 12 subjects highlighted the virtues of the new methodology versus the legacy ones. Specifically, the new method reduced the instantaneous measurement error from 10.5% to 7.8%, while it improved mean accuracy from 88.6% to 95.3%. This advancement brings clinical applications of the technology within sight.
Original language | English (US) |
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Title of host publication | Final Program and Abstract Book - 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009 |
DOIs | |
State | Published - Dec 1 2009 |
Event | 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009 - Larnaca, Cyprus Duration: Nov 4 2009 → Nov 7 2009 |
Other
Other | 9th International Conference on Information Technology and Applications in Biomedicine, ITAB 2009 |
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Country/Territory | Cyprus |
City | Larnaca |
Period | 11/4/09 → 11/7/09 |
Keywords
- Pulse recovery
- Thermal imaging
- Tracking
ASJC Scopus subject areas
- Computer Science Applications
- Biomedical Engineering
- Health Informatics
- Health Information Management