Test image 10

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.458733, SSIM : 0.989285
MAP estimate - sparse steered gradient prior, PSNR : 32.653809, SSIM : 0.989120
Degraded image
Original image

Ours PSNR : 31.569912, SSIM : 0.988426

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.458733, SSIM : 0.989285
MAP estimate - sparse steered gradient prior, PSNR : 32.653809, SSIM : 0.989120
Degraded image
Original image



Test image 11

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.443579, SSIM : 0.990058
MAP estimate - sparse steered gradient prior, PSNR : 32.565878, SSIM : 0.989949
Degraded image
Original image

Ours PSNR : 31.238079, SSIM : 0.988287

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.443579, SSIM : 0.990058
MAP estimate - sparse steered gradient prior, PSNR : 32.565878, SSIM : 0.989949
Degraded image
Original image



Test image 12

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 33.325931, SSIM : 0.985448
MAP estimate - sparse steered gradient prior, PSNR : 33.570761, SSIM : 0.985042
Degraded image
Original image

Ours PSNR : 32.195716, SSIM : 0.983026

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 33.325931, SSIM : 0.985448
MAP estimate - sparse steered gradient prior, PSNR : 33.570761, SSIM : 0.985042
Degraded image
Original image



Test image 13

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 34.006694, SSIM : 0.980002
MAP estimate - sparse steered gradient prior, PSNR : 34.370847, SSIM : 0.980328
Degraded image
Original image

Ours PSNR : 33.045403, SSIM : 0.978763

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 34.006694, SSIM : 0.980002
MAP estimate - sparse steered gradient prior, PSNR : 34.370847, SSIM : 0.980328
Degraded image
Original image



Test image 14

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 33.285818, SSIM : 0.981138
MAP estimate - sparse steered gradient prior, PSNR : 33.574495, SSIM : 0.981379
Degraded image
Original image

Ours PSNR : 32.233701, SSIM : 0.979737

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 33.285818, SSIM : 0.981138
MAP estimate - sparse steered gradient prior, PSNR : 33.574495, SSIM : 0.981379
Degraded image
Original image



Test image 15

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.936789, SSIM : 0.985989
MAP estimate - sparse steered gradient prior, PSNR : 33.213818, SSIM : 0.986192
Degraded image
Original image

Ours PSNR : 31.670510, SSIM : 0.984841

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.936789, SSIM : 0.985989
MAP estimate - sparse steered gradient prior, PSNR : 33.213818, SSIM : 0.986192
Degraded image
Original image



Test image 16

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 30.737676, SSIM : 0.994588
MAP estimate - sparse steered gradient prior, PSNR : 30.845033, SSIM : 0.994736
Degraded image
Original image

Ours PSNR : 29.274626, SSIM : 0.994671

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 30.737676, SSIM : 0.994588
MAP estimate - sparse steered gradient prior, PSNR : 30.845033, SSIM : 0.994736
Degraded image
Original image



Test image 17

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 31.247427, SSIM : 0.993030
MAP estimate - sparse steered gradient prior, PSNR : 31.296999, SSIM : 0.992977
Degraded image
Original image

Ours PSNR : 29.799387, SSIM : 0.993370

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 31.247427, SSIM : 0.993030
MAP estimate - sparse steered gradient prior, PSNR : 31.296999, SSIM : 0.992977
Degraded image
Original image



Test image 18

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 31.850601, SSIM : 0.990922
MAP estimate - sparse steered gradient prior, PSNR : 32.033954, SSIM : 0.990972
Degraded image
Original image

Ours PSNR : 30.496319, SSIM : 0.990134

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 31.850601, SSIM : 0.990922
MAP estimate - sparse steered gradient prior, PSNR : 32.033954, SSIM : 0.990972
Degraded image
Original image



Test image 19

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.100134, SSIM : 0.982517
MAP estimate - sparse steered gradient prior, PSNR : 32.294116, SSIM : 0.982809
Degraded image
Original image

Ours PSNR : 31.063815, SSIM : 0.979734

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.100134, SSIM : 0.982517
MAP estimate - sparse steered gradient prior, PSNR : 32.294116, SSIM : 0.982809
Degraded image
Original image



Test image 20

Noise level - 5%


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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.223116, SSIM : 0.983029
MAP estimate - sparse steered gradient prior, PSNR : 32.428092, SSIM : 0.982942
Degraded image
Original image

Ours PSNR : 31.088770, SSIM : 0.981854

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By default, the content-aware image prior result is shown
MAP estimate - sparse unsteered gradient prior, PSNR : 32.223116, SSIM : 0.983029
MAP estimate - sparse steered gradient prior, PSNR : 32.428092, SSIM : 0.982942
Degraded image
Original image