A Smartphone-Based Sensor With an Uncooled Infrared Thermal Camera for Accurate Temperature Measurement of Pig Groups

被引:3
|
作者
Jiao, Fu [1 ,2 ]
Wang, Kun [3 ]
Shuang, Feng [1 ]
Dong, Daming [2 ]
Jiao, Leizi [2 ]
机构
[1] Guangxi Univ, Guangxi Key Lab Intelligent Control & Maintenance, Nanning, Peoples R China
[2] Beijing Acad Agr & Forestry Sci, Natl Res Ctr Intelligent Equipment Agr, Beijing, Peoples R China
[3] Chinese Acad Sci, Aerosp Informat Res Inst, State Key Lab Remote Sensing Sci, Beijing, Peoples R China
基金
北京市自然科学基金; 国家重点研发计划;
关键词
uncooled infrared thermal camera; temperature measurement accuracy; internal calibration; altering spectrum; rapid diagnosis of pig disease; SURFACE-TEMPERATURE; THERMOGRAPHY; HEALTH;
D O I
10.3389/fphy.2022.893131
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Low-cost uncooled infrared thermal cameras show a large application potential for the rapid diagnosis of pig diseases. However, with the increase in ambient temperature and absorbing infrared radiation, almost all of them produce severe thermal drift and provide poor accuracy of temperature measurement. In addition, the unknown surface emissivity on a pig's body can also bring measuring errors. In this article, an uncooled infrared thermal camera with an accuracy of 3 degrees C was used to develop a smartphone-based sensor for measuring the pig's temperature. Based on this sensor, we proposed a system combined with internal calibration for real-time compensation of the thermal drift and altering spectrum for eliminating the influence of unknown surface emissivity to improve the accuracy of temperature measurement. After calibration, the accuracy of this sensor was improved from 3 to 0.3 degrees C without knowing the emissivity. We used this sensor to successfully identify pigs with abnormal temperatures on a livestock farm, which indicated that our proposed methods may be widely employed for rapid temperature screening and diagnosis of pig diseases.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] A Smartphone-based Thermal Imaging Sensor for Temperature Measurement of Animal Groups
    Tian, Hongwu
    Jiao, Leizi
    Guo, Rui
    [J]. ICOSM 2020: OPTOELECTRONIC SCIENCE AND MATERIALS, 2020, 11606
  • [2] A method for accurate temperature measurement using infrared thermal camera
    Tokunaga, Tomoharu
    Narushima, Takashi
    Yonezawa, Tetsu
    Sudo, Takayuki
    Okubo, Shuichi
    Komatsubara, Shigeyuki
    Sasaki, Katsuhiro
    Yamamoto, Takahisa
    [J]. JOURNAL OF ELECTRON MICROSCOPY, 2012, 61 (04): : 223 - 227
  • [3] Smartphone-Based Optical Fiber Fluorescence Temperature Sensor
    Huang, Jianwei
    Liu, Ting
    Zhang, Yeyu
    Zhan, Chengsen
    Xie, Xiaona
    Yu, Qing
    Yi, Dingrong
    [J]. SENSORS, 2022, 22 (24)
  • [4] Smartphone-Based LiDAR Application for Easy and Accurate Wound Size Measurement
    Song, Bokeun
    Kim, Jeonghee
    Kwon, Hyeokjae
    Kim, Sunje
    Oh, Sang-Ha
    Ha, Yooseok
    Song, Seung-Han
    [J]. JOURNAL OF CLINICAL MEDICINE, 2023, 12 (18)
  • [5] InfraNet: Accurate forehead temperature measurement framework for people in the wild with monocular thermal infrared camera
    Zhou, Xichuan
    Lei, Dongshan
    Long, Chunqiao
    Nie, Jing
    Liu, Haijun
    [J]. NEURAL NETWORKS, 2023, 166 : 501 - 511
  • [6] A method for improving temperature measurement precision on the uncooled infrared thermal imager
    Zhang, Yu-cun
    Chen, Yi-ming
    Luo, Cheng
    [J]. MEASUREMENT, 2015, 74 : 64 - 69
  • [7] Validation of low-cost smartphone-based thermal camera for diabetic foot assessment
    van Doremalen, R. F. M.
    van Netten, J. J.
    van Baal, J. G.
    Vollenbroek-Hutten, M. M. R.
    van der Heijden, F.
    [J]. DIABETES RESEARCH AND CLINICAL PRACTICE, 2019, 149 : 132 - 139
  • [8] Development of a novel smartphone-based application for accurate and sensitive on-field hemoglobin measurement
    Ghatpande, Niraj S.
    Apte, Priti P.
    Joshi, Bimba N.
    Naik, Sadanand S.
    Bodas, Dhananjay
    Sande, Vishwajit
    Uttarwar, Pravin
    Kulkarni, Prasad P.
    [J]. RSC ADVANCES, 2016, 6 (106): : 104067 - 104072
  • [9] Application of smartphone-based infrared thermography devices for ocular surface thermal imaging
    Zadorozhnyy, Oleg
    Kustryn, Taras
    Nasinnyk, Illia
    Nevska, Alla
    Guzun, Olga
    Korol, Andrii
    Pasyechnikova, Nataliya
    [J]. MEDICAL ENGINEERING & PHYSICS, 2024, 130
  • [10] A novel systems solution for accurate colorimetric measurement through smartphone-based augmented reality
    Zhang, Guixiang
    Song, Shuang
    Panescu, Jenny
    Shapiro, Nicholas
    Dannemiller, Karen C.
    Qin, Rongjun
    [J]. PLOS ONE, 2023, 18 (06):