Infrared and Laser Engineering, Volume. 52, Issue 2, 20220355(2023)
Wall emissivity solved by bidirectional reflection distribution function combined with Bi-LSTM network
[1] Xia Meng, He Hongbin, Li Guangping, et al. Applying infrared detection technology to detecting the physiological temperature of snails[J]. Journal of Tropical Diseases and Parasitology, 14, 128-132(2016).
[2] Zhu J S, Ren H Z, Ye X, et al. Ground validation of land surface temperature and surface emissivity from thermal infrared remote sensing data[J]. National Remote Sensing Bulletin, 25, 1538-1566(2021).
[3] Cao Feifei, Ji Honghu, Yu Mingfei, et al. Effects of low emissivity material coating site on wall temperature and infrared characteristics of exhaust system[J]. Infrared and Laser Engineering, 49, 20190131(2020).
[4] Ding Wenhao, Zhang Xia, Fang Qi. Research progress of infrared radiation characteristic calibration technology[J]. Journal of Astronautic Metrology and Measurement, 41, 9-14(2021).
[5] Cheng Shengyue, Liu Zhaohui, Deng Zhiping, et al. Research progress on infrared characteristic of military target[J]. Infrared Technology, 36, 577-581(2014).
[6] Yao Kaikai, Wang Hao, Xu Fan, et al. Application research of spectrometer in evaluation of infrared stealth effect of aero-engine[J]. Laser & Infrared, 50, 975-980(2020).
[7] Li Meng, Guo Juan, Ji Xinjie, et al. Research on calibration of infrared stealth coating spectral emissivity measurement[J]. Laser & Infrared, 52, 382-387(2022).
[8] Yang Baixue, Du Yongming, Xiao Qing, et al. Study of effecting factors on emissivity measurement by integrating sphere with monte carlo simulation[J]. Remote Sensing Technology and Application, 32, 149-157(2017).
[9] Fu T, Tan P, Pang C. A steady-state measurement system for total hemispherical emissivity[J]. Measurement Science and Technology, 23, 025006(2012).
[10] Yuan Yan, Jin Ding, Su Lijuan. Optimization modeling and verification of bidirectional reflectance distribution function for rough surfaces[J]. Laser and Optoelectronics Progress, 55, 052901(2018).
[11] Nicodemus F E. Reflectance nomenclature and directional reflectance and emissivity[J]. Applied Optics, 9, 1474-1475(1970).
[12] Xi Jianhui, Xu Zhenfang, Fu Li, et al. Modeling infrared radiance and calculating spectral emissivity based on RBF network[J]. Infrared and Laser Engineering, 45, S104004(2016).
[13] Yang C, Zhao D, Dai J. A new method for constructing spectral emissivity models for measuring the real temperature of targets[J]. IEEE Transactions on Instrumentation and Measurement, 54, 2549-2553(2005).
[14] Yu Y, Si X, Hu C, et al. A review of recurrent neural networks: LSTM cells and network architectures[J]. Neural Computation, 31, 1235-1270(2019).
[15] Schuster M, Paliwal K K. Bidirectional recurrent neural networks[J]. IEEE Transactions on Signal Processing, 45, 2673-2681(1997).
Get Citation
Copy Citation Text
Li Fu, Jinhao Fan, Zhaoyi Zhang, Lei Zhang. Wall emissivity solved by bidirectional reflection distribution function combined with Bi-LSTM network[J]. Infrared and Laser Engineering, 2023, 52(2): 20220355
Category: Infrared technology and application
Received: May. 25, 2022
Accepted: --
Published Online: Mar. 13, 2023
The Author Email: