利用红外热成像的欧拉视频放大技术对野生动物物种进行呼吸和心率的无创测量。

Non-invasive measurements of respiration and heart rate across wildlife species using Eulerian Video Magnification of infrared thermal imagery.

机构信息

MIT-WHOI Joint Program in Oceanography/Applied Ocean Science & Engineering, Woods Hole and Cambridge, MA, USA.

Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.

出版信息

BMC Biol. 2023 Mar 29;21(1):61. doi: 10.1186/s12915-023-01555-9.

Abstract

BACKGROUND

An animal's metabolic rate, or energetic expenditure, both impacts and is impacted by interactions with its environment. However, techniques for obtaining measurements of metabolic rate are invasive, logistically difficult, and costly. Red-green-blue (RGB) imaging tools have been used in humans and select domestic mammals to accurately measure heart and respiration rate, as proxies of metabolic rate. The purpose of this study was to investigate if infrared thermography (IRT) coupled with Eulerian video magnification (EVM) would extend the applicability of imaging tools towards measuring vital rates in exotic wildlife species with different physical attributes.

RESULTS

We collected IRT and RGB video of 52 total species (39 mammalian, 7 avian, 6 reptilian) from 36 taxonomic families at zoological institutions and used EVM to amplify subtle changes in temperature associated with blood flow for respiration and heart rate measurements. IRT-derived respiration and heart rates were compared to 'true' measurements determined simultaneously by expansion of the ribcage/nostrils and stethoscope readings, respectively. Sufficient temporal signals were extracted for measures of respiration rate in 36 species (85% success in mammals; 50% success in birds; 100% success in reptiles) and heart rate in 24 species (67% success in mammals; 33% success in birds; 0% success in reptiles) using IRT-EVM. Infrared-derived measurements were obtained with high accuracy (respiration rate, mean absolute error: 1.9 breaths per minute, average percent error: 4.4%; heart rate, mean absolute error: 2.6 beats per minute, average percent error: 1.3%). Thick integument and animal movement most significantly hindered successful validation.

CONCLUSION

The combination of IRT with EVM analysis provides a non-invasive method to assess individual animal health in zoos, with great potential to monitor wildlife metabolic indices in situ.

摘要

背景

动物的代谢率或能量消耗既受其与环境相互作用的影响,也受其相互作用的影响。然而,获得代谢率测量值的技术具有侵入性、后勤困难且成本高昂。红-绿-蓝(RGB)成像工具已在人类和某些家养哺乳动物中使用,以准确测量心率和呼吸率,作为代谢率的替代指标。本研究的目的是探讨红外热成像(IRT)与欧拉视频放大(EVM)相结合是否会扩展成像工具的适用性,以测量具有不同物理属性的外来野生动物物种的重要生理指标。

结果

我们从 36 个分类科的 36 个动物园机构收集了 52 个总物种(39 种哺乳动物、7 种鸟类、6 种爬行动物)的 IRT 和 RGB 视频,并使用 EVM 放大与血流相关的温度细微变化,以测量呼吸和心率。IRT 衍生的呼吸率和心率与通过肋骨/鼻孔扩张和听诊器读数确定的“真实”测量值进行了比较。通过 IRT-EVM,从 36 个物种(哺乳动物成功率 85%;鸟类成功率 50%;爬行动物成功率 100%)中提取了足够的呼吸率测量值,从 24 个物种(哺乳动物成功率 67%;鸟类成功率 33%;爬行动物成功率 0%)中提取了心率测量值。IRT 衍生的测量值具有很高的准确性(呼吸率,平均绝对误差:1.9 次/分钟,平均百分比误差:4.4%;心率,平均绝对误差:2.6 次/分钟,平均百分比误差:1.3%)。厚表皮和动物运动最显著地阻碍了成功验证。

结论

IRT 与 EVM 分析相结合为评估动物园中个体动物健康提供了一种非侵入性方法,具有监测野生动物代谢指数的巨大潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01ea/10052854/7e6097609f26/12915_2023_1555_Fig1_HTML.jpg

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