This folder holds the figures in the paper and the files that created them. The 5 figures in the paper are:
Figure 1 (pipeline.jpg): An overview of the pipeline.
Figure 2 (grid.jpg): An illustration of performance at multiple SNR levels.
Figure 3 (err_snr.jpg): Average ellipticity errors at multiple SNR levels.
Figure 4 (time_err.jpg): Ellipticity error curve with respect to time at different SNR levels.
Figure 5 (psf_err_cartoon.jpg): The response curves of ellipticity error as a function of systematic errors in the PSF.
Figure 6 (ablation.jpg): Ablation test results of Unrolled ADMM network.
Figure 1: pipeline.jpg
An overview of the pipeline. This figure is create with Powerpoint (see pipeline.pptx). The cartoon figures for the ground truth (gal_image.jpg), PSF (psf_image.jpg), observation (obs.jpg), and reconstruction (gal_image.jpg) are created by tutorials/image_simulations.ipynb. This figure is changed to EPS format by jpg_to_eps.ipynb.
Figure 2: grid.jpg
An illustration of performance at multiple SNR levels. This figure is created by grid_plot.ipynb.
Figure 3: err_snr.jpg
Average ellipticity errors at multiple SNR levels. This figure is created by error_snr.ipynb.
Figure 4: time_err.jpg
Ellipticity error curve with respect to time at different SNR levels. This figure is created by error_time.ipynb.
Figure 5: psf_err_cartoon.jpg
The response curves of ellipticity error as a function of systematic errors in the PSF. This figure is created by psf_err_cartoon.pptx. The line plot is created by psf_error.ipynb while the PSF cartoon bars are created by psf_cartoon.ipynb. This figure is changed to EPS format by jpg_to_eps.ipynb.
Figure 6: ablation.jpg
Ablation test results of Unrolled ADMM network. This figure is created by ablation.ipynb.