Gradient-step denoiser with PnP-ADMM for real photocurrent values
Browse files- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/metrics.csv +0 -4
- {20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/masks/sample_20.0_percent_coarse_J=7_uniform_random.npy +0 -0
- {20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/masks/sample_50.0_percent_coarse_J=7_uniform_random.npy +0 -0
- {20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/masks/sample_80.0_percent_coarse_J=7_uniform_random.npy +0 -0
- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.png β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.png +2 -2
- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.png β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.png +2 -2
- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_uniform_random.png β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_uniform_random.png +2 -2
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/metrics.csv +4 -0
- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.npy β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.npy +1 -1
- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_uniform_random.npy β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.npy +1 -1
- 20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.npy β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_uniform_random.npy +1 -1
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/images/Si_2_256_512x512_spgl1_factor=100000.0_sample_20.0_percent_coarse_J=7_uniform_random.png +3 -0
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/images/Si_2_256_512x512_spgl1_factor=100000.0_sample_50.0_percent_coarse_J=7_uniform_random.png +3 -0
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/images/Si_2_256_512x512_spgl1_factor=100000.0_sample_80.0_percent_coarse_J=7_uniform_random.png +3 -0
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/metrics.csv +4 -0
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/recons/Si_2_256_512x512_spgl1_factor=100000.0_sample_20.0_percent_coarse_J=7_uniform_random.npy +3 -0
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/recons/Si_2_256_512x512_spgl1_factor=100000.0_sample_50.0_percent_coarse_J=7_uniform_random.npy +3 -0
- 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/spgl1_factor=100000.0/recons/Si_2_256_512x512_spgl1_factor=100000.0_sample_80.0_percent_coarse_J=7_uniform_random.npy +3 -0
- {20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/zero_filled/Si_2_256_512x512_sample_20.0_percent_coarse_J=7_uniform_random.npy +0 -0
- {20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/zero_filled/Si_2_256_512x512_sample_50.0_percent_coarse_J=7_uniform_random.npy +0 -0
- {20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/zero_filled/Si_2_256_512x512_sample_80.0_percent_coarse_J=7_uniform_random.npy +0 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/masks/sample_20.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/masks/sample_50.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/masks/sample_80.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_multilevel_random.png +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_multilevel_random.png +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_multilevel_random.png +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/metrics.csv +4 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=50_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/images/Si_2_256_512x512_spgl1_factor=100000.0_sample_20.0_percent_coarse_J=7_multilevel_random.png +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/images/Si_2_256_512x512_spgl1_factor=100000.0_sample_50.0_percent_coarse_J=7_multilevel_random.png +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/images/Si_2_256_512x512_spgl1_factor=100000.0_sample_80.0_percent_coarse_J=7_multilevel_random.png +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/metrics.csv +4 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/recons/Si_2_256_512x512_spgl1_factor=100000.0_sample_20.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/recons/Si_2_256_512x512_spgl1_factor=100000.0_sample_50.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/spgl1_factor=100000.0/recons/Si_2_256_512x512_spgl1_factor=100000.0_sample_80.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/zero_filled/Si_2_256_512x512_sample_20.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/zero_filled/Si_2_256_512x512_sample_50.0_percent_coarse_J=7_multilevel_random.npy +3 -0
- 20260122_190701_Si_2_256_512x512_multilevel_1_trials/trial_0/zero_filled/Si_2_256_512x512_sample_80.0_percent_coarse_J=7_multilevel_random.npy +3 -0
20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/metrics.csv
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sampling_percentage, coarse_J, mse_zero_filled, psnr_zero_filled, ssim_zero_filled, pearson_corr_zero_filled, mse_recon, psnr_recon, ssim_recon, pearson_corr_recon
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80.0, 7, 1.1152289893434295e-13, 32.81822204589844, 0.8222915530204773, 0.9974574446678162, 1.1371379369812945e-13, 32.73373031616211, 0.822601318359375, 0.9974572062492371
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50.0, 7, 2.587462850315442e-13, 29.163122177124023, 0.6788023114204407, 0.9940908551216125, 2.596035907943828e-13, 29.14875030517578, 0.6788973212242126, 0.9940909743309021
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20.0, 7, 4.136125849370925e-13, 27.125925064086914, 0.5685757398605347, 0.9905372262001038, 4.1374309577360546e-13, 27.124549865722656, 0.568539023399353, 0.9905375242233276
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{20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/masks/sample_20.0_percent_coarse_J=7_uniform_random.npy
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{20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/masks/sample_50.0_percent_coarse_J=7_uniform_random.npy
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{20260121_181748_Si_2_256_512x512_uniform_1_trials β 20260122_190232_Si_2_256_512x512_uniform_1_trials}/trial_0/masks/sample_80.0_percent_coarse_J=7_uniform_random.npy
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20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.png β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.png
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20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.png β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.png
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20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_uniform_random.png β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/images/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_80.0_percent_coarse_J=7_uniform_random.png
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20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/metrics.csv
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sampling_percentage, coarse_J, mse_zero_filled, psnr_zero_filled, ssim_zero_filled, pearson_corr_zero_filled, mse_recon, psnr_recon, ssim_recon, pearson_corr_recon
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80.0, 7, 1.1152290571060652e-13, 32.81822204589844, 0.8222970366477966, 0.9974570274353027, 5.786256212668081e-14, 35.66788101196289, 0.9016387462615967, 0.9986819624900818
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50.0, 7, 2.587463121365985e-13, 29.163122177124023, 0.6788080930709839, 0.9940904974937439, 1.4517747626893035e-13, 31.672868728637695, 0.7658510804176331, 0.9966894388198853
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20.0, 7, 4.1361261204214683e-13, 27.125925064086914, 0.5685820579528809, 0.9905375838279724, 2.720081375851696e-13, 28.946044921875, 0.6049983501434326, 0.9937888979911804
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20260121_181748_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_iters=1_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_50.0_percent_coarse_J=7_uniform_random.npy β 20260122_190232_Si_2_256_512x512_uniform_1_trials/trial_0/pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05/recons/Si_2_256_512x512_pnp_admm_gs_drunet_iters=100_eta=0.01_cg_iters=20_drunet_sigma=0.05_sample_20.0_percent_coarse_J=7_uniform_random.npy
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sampling_percentage, coarse_J, mse_zero_filled, psnr_zero_filled, ssim_zero_filled, pearson_corr_zero_filled, mse_recon, psnr_recon, ssim_recon, pearson_corr_recon
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