Test image 10

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.947463, SSIM : 0.966805
MAP estimate - sparse steered gradient prior, PSNR : 27.875199, SSIM : 0.968443
Degraded image
Original image

Ours PSNR : 28.488244, SSIM : 0.969410

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.947463, SSIM : 0.966805
MAP estimate - sparse steered gradient prior, PSNR : 27.875199, SSIM : 0.968443
Degraded image
Original image



Test image 11

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.881232, SSIM : 0.960914
MAP estimate - sparse steered gradient prior, PSNR : 27.738180, SSIM : 0.964161
Degraded image
Original image

Ours PSNR : 27.785439, SSIM : 0.965773

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.881232, SSIM : 0.960914
MAP estimate - sparse steered gradient prior, PSNR : 27.738180, SSIM : 0.964161
Degraded image
Original image



Test image 12

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 29.492597, SSIM : 0.957206
MAP estimate - sparse steered gradient prior, PSNR : 29.326861, SSIM : 0.959854
Degraded image
Original image

Ours PSNR : 29.413952, SSIM : 0.964519

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 29.492597, SSIM : 0.957206
MAP estimate - sparse steered gradient prior, PSNR : 29.326861, SSIM : 0.959854
Degraded image
Original image



Test image 13

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 30.526387, SSIM : 0.952594
MAP estimate - sparse steered gradient prior, PSNR : 30.396391, SSIM : 0.955390
Degraded image
Original image

Ours PSNR : 30.549737, SSIM : 0.961512

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 30.526387, SSIM : 0.952594
MAP estimate - sparse steered gradient prior, PSNR : 30.396391, SSIM : 0.955390
Degraded image
Original image



Test image 14

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 29.569499, SSIM : 0.942038
MAP estimate - sparse steered gradient prior, PSNR : 29.447544, SSIM : 0.945736
Degraded image
Original image

Ours PSNR : 29.515829, SSIM : 0.950940

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 29.569499, SSIM : 0.942038
MAP estimate - sparse steered gradient prior, PSNR : 29.447544, SSIM : 0.945736
Degraded image
Original image



Test image 15

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 29.102633, SSIM : 0.955824
MAP estimate - sparse steered gradient prior, PSNR : 28.923839, SSIM : 0.958024
Degraded image
Original image

Ours PSNR : 29.029295, SSIM : 0.964514

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 29.102633, SSIM : 0.955824
MAP estimate - sparse steered gradient prior, PSNR : 28.923839, SSIM : 0.958024
Degraded image
Original image



Test image 16

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 26.466241, SSIM : 0.966942
MAP estimate - sparse steered gradient prior, PSNR : 26.364815, SSIM : 0.971264
Degraded image
Original image

Ours PSNR : 26.367471, SSIM : 0.979162

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 26.466241, SSIM : 0.966942
MAP estimate - sparse steered gradient prior, PSNR : 26.364815, SSIM : 0.971264
Degraded image
Original image



Test image 17

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.044295, SSIM : 0.962521
MAP estimate - sparse steered gradient prior, PSNR : 26.842686, SSIM : 0.965019
Degraded image
Original image

Ours PSNR : 27.406253, SSIM : 0.976590

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.044295, SSIM : 0.962521
MAP estimate - sparse steered gradient prior, PSNR : 26.842686, SSIM : 0.965019
Degraded image
Original image



Test image 18

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.889187, SSIM : 0.963385
MAP estimate - sparse steered gradient prior, PSNR : 27.758432, SSIM : 0.967259
Degraded image
Original image

Ours PSNR : 27.812099, SSIM : 0.973429

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.889187, SSIM : 0.963385
MAP estimate - sparse steered gradient prior, PSNR : 27.758432, SSIM : 0.967259
Degraded image
Original image



Test image 19

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.557895, SSIM : 0.936744
MAP estimate - sparse steered gradient prior, PSNR : 27.548317, SSIM : 0.941723
Degraded image
Original image

Ours PSNR : 27.499849, SSIM : 0.936724

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.557895, SSIM : 0.936744
MAP estimate - sparse steered gradient prior, PSNR : 27.548317, SSIM : 0.941723
Degraded image
Original image



Test image 20

Noise level - 10%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.980707, SSIM : 0.960422
MAP estimate - sparse steered gradient prior, PSNR : 27.892203, SSIM : 0.962347
Degraded image
Original image

Ours PSNR : 28.000137, SSIM : 0.963149

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 27.980707, SSIM : 0.960422
MAP estimate - sparse steered gradient prior, PSNR : 27.892203, SSIM : 0.962347
Degraded image
Original image