Please mouse over (but don't click!) the colored underlined link to blink between our result and one of the other results or inputs.

PSF for all images:


Note: Since the blur kernels are not symmetric, you can see a shift when blinking between the blurred/noisy image.

B100075 noise level = 2%

Compare ours using two color prior, PSNR=29.20.jpg to:
blurred/noisy
sparse deblurring, PSNR=28.90.jpg
lucy-richardson deblurring, PSNR=25.70.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=28.90.jpg lucy-richardson deblurring, PSNR=25.70.jpg groundtruth


B22013 noise level = 2%

Compare ours using two color prior, PSNR=28.19.jpg to:
blurred/noisy
sparse deblurring, PSNR=27.87.jpg
lucy-richardson deblurring, PSNR=24.26.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=27.87.jpg lucy-richardson deblurring, PSNR=24.26.jpg groundtruth


B134052 noise level = 2%

Compare ours using two color prior, PSNR=28.31.jpg to:
blurred/noisy
sparse deblurring, PSNR=27.72.jpg
lucy-richardson deblurring, PSNR=25.39.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=27.72.jpg lucy-richardson deblurring, PSNR=25.39.jpg groundtruth


B23084 noise level = 2%

Compare ours using two color prior, PSNR=26.60.jpg to:
blurred/noisy
sparse deblurring, PSNR=26.16.jpg
lucy-richardson deblurring, PSNR=22.88.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=26.16.jpg lucy-richardson deblurring, PSNR=22.88.jpg groundtruth


B35008 noise level = 2%

Compare ours using two color prior, PSNR=33.86.jpg to:
blurred/noisy
sparse deblurring, PSNR=33.70.jpg
lucy-richardson deblurring, PSNR=26.93.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=33.70.jpg lucy-richardson deblurring, PSNR=26.93.jpg groundtruth


B113009 noise level = 2%

Compare ours using two color prior, PSNR=31.31.jpg to:
blurred/noisy
sparse deblurring, PSNR=31.18.jpg
lucy-richardson deblurring, PSNR=26.62.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=31.18.jpg lucy-richardson deblurring, PSNR=26.62.jpg groundtruth


B65010 noise level = 2%

Compare ours using two color prior, PSNR=26.87.jpg to:
blurred/noisy
sparse deblurring, PSNR=26.54.jpg
lucy-richardson deblurring, PSNR=24.11.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=26.54.jpg lucy-richardson deblurring, PSNR=24.11.jpg groundtruth


B105053 noise level = 2%

Compare ours using two color prior, PSNR=32.98.jpg to:
blurred/noisy
sparse deblurring, PSNR=32.80.jpg
lucy-richardson deblurring, PSNR=27.00.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=32.80.jpg lucy-richardson deblurring, PSNR=27.00.jpg groundtruth


B108073 noise level = 2%

Compare ours using two color prior, PSNR=27.58.jpg to:
blurred/noisy
sparse deblurring, PSNR=27.24.jpg
lucy-richardson deblurring, PSNR=24.79.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=27.24.jpg lucy-richardson deblurring, PSNR=24.79.jpg groundtruth


B100075 noise level = 5%

Compare ours using two color prior, PSNR=27.34.jpg to:
blurred/noisy
sparse deblurring, PSNR=27.13.jpg
lucy-richardson deblurring, PSNR=18.85.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=27.13.jpg lucy-richardson deblurring, PSNR=18.85.jpg groundtruth


B22013 noise level = 5%

Compare ours using two color prior, PSNR=25.51.jpg to:
blurred/noisy
sparse deblurring, PSNR=25.08.jpg
lucy-richardson deblurring, PSNR=19.10.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=25.08.jpg lucy-richardson deblurring, PSNR=19.10.jpg groundtruth


B134052 noise level = 5%

Compare ours using two color prior, PSNR=25.44.jpg to:
blurred/noisy
sparse deblurring, PSNR=24.80.jpg
lucy-richardson deblurring, PSNR=18.71.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=24.80.jpg lucy-richardson deblurring, PSNR=18.71.jpg groundtruth


B23084 noise level = 5%

Compare ours using two color prior, PSNR=23.52.jpg to:
blurred/noisy
sparse deblurring, PSNR=22.93.jpg
lucy-richardson deblurring, PSNR=18.49.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=22.93.jpg lucy-richardson deblurring, PSNR=18.49.jpg groundtruth


B35008 noise level = 5%

Compare ours using two color prior, PSNR=31.57.jpg to:
blurred/noisy
sparse deblurring, PSNR=31.08.jpg
lucy-richardson deblurring, PSNR=19.08.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=31.08.jpg lucy-richardson deblurring, PSNR=19.08.jpg groundtruth


B113009 noise level = 5%

Compare ours using two color prior, PSNR=28.90.jpg to:
blurred/noisy
sparse deblurring, PSNR=28.56.jpg
lucy-richardson deblurring, PSNR=19.22.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=28.56.jpg lucy-richardson deblurring, PSNR=19.22.jpg groundtruth


B65010 noise level = 5%

Compare ours using two color prior, PSNR=24.83.jpg to:
blurred/noisy
sparse deblurring, PSNR=24.52.jpg
lucy-richardson deblurring, PSNR=18.61.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=24.52.jpg lucy-richardson deblurring, PSNR=18.61.jpg groundtruth


B105053 noise level = 5%

Compare ours using two color prior, PSNR=31.01.jpg to:
blurred/noisy
sparse deblurring, PSNR=30.78.jpg
lucy-richardson deblurring, PSNR=18.84.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=30.78.jpg lucy-richardson deblurring, PSNR=18.84.jpg groundtruth


B108073 noise level = 5%

Compare ours using two color prior, PSNR=24.81.jpg to:
blurred/noisy
sparse deblurring, PSNR=24.32.jpg
lucy-richardson deblurring, PSNR=18.77.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=24.32.jpg lucy-richardson deblurring, PSNR=18.77.jpg groundtruth