• High Power Laser and Particle Beams
  • Vol. 33, Issue 8, 081010 (2021)
Xingyun Zhang1, Fanglin Luo1、2, Nan Li1、2, Chengliang Yang1、2, Zenghui Peng1、2, and Quanquan Mu1、2、*
Author Affiliations
  • 1State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China
  • 2Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing 10049, China
  • show less
    DOI: 10.11884/HPLPB202133.210203 Cite this Article
    Xingyun Zhang, Fanglin Luo, Nan Li, Chengliang Yang, Zenghui Peng, Quanquan Mu. Phase diversity wavefront sensing and image reconstruction[J]. High Power Laser and Particle Beams, 2021, 33(8): 081010 Copy Citation Text show less
    Schematic diagram of PD technology with defocus as the phase diversity function
    Fig. 1. Schematic diagram of PD technology with defocus as the phase diversity function
    Schematic diagram of cost function with single extremum (a) and multiple extremum (b)
    Fig. 2. Schematic diagram of cost function with single extremum (a) and multiple extremum (b)
    Experimental results of three different wavefront amplitudes: (from left to right) focal plane images, defocus plane images, reconstructed phases and reconstructed images
    Fig. 3. Experimental results of three different wavefront amplitudes: (from left to right) focal plane images, defocus plane images, reconstructed phases and reconstructed images
    Iterative direction of particle swarm optimization
    Fig. 4. Iterative direction of particle swarm optimization
    Phase diversity wavefront sensing based on LSTM network
    Fig. 5. Phase diversity wavefront sensing based on LSTM network
    Phase diversity wavefront sensing based on convolution neural network
    Fig. 6. Phase diversity wavefront sensing based on convolution neural network
    First line: focal plane images; Second line: reconstructed images without denoising; Third line: reconstructed images after denoising
    Fig. 7. First line: focal plane images; Second line: reconstructed images without denoising; Third line: reconstructed images after denoising
    Calibration of non-common path aberrations in NFIRAOS system with PD technology
    Fig. 8. Calibration of non-common path aberrations in NFIRAOS system with PD technology
    Solar observation data: (left) unreconstructed image; (right) PD reconstructed image
    Fig. 9. Solar observation data: (left) unreconstructed image; (right) PD reconstructed image
    Daytime observation of the International Space Station: (left) unreconstructed image; (right) PD reconstructed image
    Fig. 10. Daytime observation of the International Space Station: (left) unreconstructed image; (right) PD reconstructed image
    Xingyun Zhang, Fanglin Luo, Nan Li, Chengliang Yang, Zenghui Peng, Quanquan Mu. Phase diversity wavefront sensing and image reconstruction[J]. High Power Laser and Particle Beams, 2021, 33(8): 081010
    Download Citation