Acta Optica Sinica, Volume. 44, Issue 11, 1132001(2024)

Spatial Resolution Performance Improvement of Pulse-Dilation Framing Camera Using Filtering Technique and GAN

Futao Xu1, Yanli Bai1、*, Si Zhong2、**, and Mingcheng Song1
Author Affiliations
  • 1School of Electronic Engineering and Automation, Guilin University of Electronic Technology, Guilin 541004, Guangxi , China
  • 2School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin 541004, Guangxi , China
  • show less
    Figures & Tables(8)
    Model of pulse-dilation framing camera using dual-magnetic lenses
    Analysis of imaging performance. (a) Magnetic field distribution of on-axis; (b) demagnification imaging in half of 20 mm×20 mm area; (c) electron imaging distribution of on-axis; (d) electron imaging distribution at 20 mm off-axis
    Template for Laplacian convolution kernel
    GAN model
    Generator network
    Structure of two-scale discriminator
    Enhancement analysis results of acquired images using different methods. (a) Original images (OI); (b) GAN; (c) Gauss-Laplacian (GL) filtering; (d) homomorphic filtering (HF); (e) GAN and Gauss-Laplacian (G-GL) filtering; (f) GAN and homomorphic filtering (G-HF)
    Quantitative indexes of spatial resolution performance improvement in paraxial and abaxial regions. (a) Overall average gradient of the image; (b) local average gradient in paraxial and abaxial 5 lp/mm regions; (c) average modulation degree for paraxial and abaxial 5 lp/mm regions
    Tools

    Get Citation

    Copy Citation Text

    Futao Xu, Yanli Bai, Si Zhong, Mingcheng Song. Spatial Resolution Performance Improvement of Pulse-Dilation Framing Camera Using Filtering Technique and GAN[J]. Acta Optica Sinica, 2024, 44(11): 1132001

    Download Citation

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

    Category: Ultrafast Optics

    Received: Jan. 23, 2024

    Accepted: Mar. 4, 2024

    Published Online: Jun. 17, 2024

    The Author Email: Bai Yanli (bayaly@guet.edu.cn), Zhong Si (zhongsikm@qq.com)

    DOI:10.3788/AOS240551

    CSTR:32393.14.AOS240551

    Topics