vital signs;
search and rescue;
video magnification;
heart rate;
respiration rate;
D O I:
10.1109/iccre49379.2020.9096468
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Unmanned search and rescue vehicles can assist humans accomplish the mission of victims detection and medical assessment efficiently. It becomes an important intelligence characteristic of the Unmanned search and rescue vehicles are abilities to assess vital signs from victims, such as heart rate and respiration rate in a low-cost and rapid way. This paper presents a vision-based remote measurement of vital signs for unmanned search and rescue vehicles, video magnification and remote Photoplethysmography (RPPG) techniques are used to measure heart rate and respiration rate from facial video which is captured by on-board camera. The proposed method was evaluated on unmanned ground vehicle (UGV) and unmanned aerial vehicle (UAV) respectively, experimental results show that this method has good consistency and high accuracy with the gold standard, it indicated this method has great potential in enhancing the autonomous capabilities of unmanned search and rescue vehicles.
机构:
King Saud Univ, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh 11451, Saudi Arabia
King Abdulaziz City Sci & Technol KACST, Space & Aeronaut Res Inst, POB 6086, Riyadh 11451, Saudi ArabiaKing Saud Univ, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh 11451, Saudi Arabia
Alhaqbani, Amjaad
Kurdi, Heba
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机构:
King Saud Univ, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh 11451, Saudi Arabia
MIT, Mech Engn Dept, Cambridge, MA 02139 USAKing Saud Univ, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh 11451, Saudi Arabia
Kurdi, Heba
Youcef-Toumi, Kamal
论文数: 0引用数: 0
h-index: 0
机构:
MIT, Mech Engn Dept, Cambridge, MA 02139 USAKing Saud Univ, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh 11451, Saudi Arabia