Infrared and Laser Engineering, Volume. 53, Issue 12, 20240324(2024)

Research on biomimetic polarization vision solid/gas heat source identification technology based on deep learning

Shuai YUAN1,2, Mingzhao OUYANG1,2, Yuegang FU1,2, Chennan YANG1,2, Junwei XU1,3, Qingqing CHENG1,2, and Yahong LI4
Author Affiliations
  • 1Key Laboratory of Optoelectric Measurement and Optical Information Transmission Technology of Ministry of Education, Changchun University of Science and Technology, Changchun 130022, China
  • 2School of Optoelectronic Engineering, Changchun University of Science and Technology, Changchun 130022, China
  • 3School of Artificial Intelligence, Changchun University of Science and Technology, Changchun 130022, China
  • 4School of Information Science and Engineering, Dalian Polytechnic University, Dalian 116034, China
  • show less
    References(20)

    [1] Anmao WU, Dinghui LUO. Application and development of infrared detection technology. Electronic Technology & Software Engineering, 88(2019).

    [2] Tongshun LI, Yong XI, Jianfei YIN. Analysis on the development of key technologies for surface-to-air infrared guidance. Aerospace Shanghai, 38, 163-170(2021).

    [3] [3] HAN Pingli. Research in target recognition employing polarization signatures of thermal emission [D]. Xian: Xidian University, 2016. (in Chinese)

    [4] T W CRONIN, N SHASHAR, R L CALDWELL et al. Polarization vision and its role in biological signaling. Integrative & Comparative Biology, 43, 549-558(2003).

    [5] S PANIGRAHI, J FADE, M ALOUINI. Adaptive polarimetric image representation for contrast optimization of a polarized beacon through fog. Journal of Optics, 17, 252(2015).

    [6] M J HOW, M L PORTER, A N RADFORD et al. Out of the blue: the evolution of horizontally polarized signals in Haptosquilla (Crustacea, Stomatopoda, Protosquillidae). Journal of Experimental Biology, 217, 3425-3431(2014).

    [12] M J HOW, N J MARSHALL. Polarization distance: a framework for modelling object detection by polarization vision systems. Proceedings Biological Sciences, 281, 20131632(2013).

    [14] B ZHONG, X WANG, D WANG et al. Target-background contrast enhancement based on a multi-channel polarization distance model. Bioinspiration & Biomimetics, 16, 046009(2021).

    [15] Fen LIU, Jie SUN, Shuai ZHANG et al. Infrared ship target detection algorithm based on YOLOv5. Infrared and Laser Engineering, 20230006(2023).

    [16] Ying SHEN, Xiancai LIU, Shu WANG et al. Real-time detection of low-altitude camouflage targets based on polarization coded images. Acta Armamentarii, 45, 1374-1383(2024).

    Tools

    Get Citation

    Copy Citation Text

    Shuai YUAN, Mingzhao OUYANG, Yuegang FU, Chennan YANG, Junwei XU, Qingqing CHENG, Yahong LI. Research on biomimetic polarization vision solid/gas heat source identification technology based on deep learning[J]. Infrared and Laser Engineering, 2024, 53(12): 20240324

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: 图像处理

    Received: Jul. 16, 2024

    Accepted: --

    Published Online: Jan. 16, 2025

    The Author Email:

    DOI:10.3788/IRLA20240324

    Topics