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.

BIMG_2460 noise level = 2%

Compare ours using two color prior, PSNR=33.03.jpg to:
blurred/noisy
sparse deblurring, PSNR=33.22.jpg
lucy-richardson deblurring, PSNR=27.17.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=33.22.jpg lucy-richardson deblurring, PSNR=27.17.jpg groundtruth


BIMG_2469 noise level = 2%

Compare ours using two color prior, PSNR=32.49.jpg to:
blurred/noisy
sparse deblurring, PSNR=31.69.jpg
lucy-richardson deblurring, PSNR=25.98.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=31.69.jpg lucy-richardson deblurring, PSNR=25.98.jpg groundtruth


BIMG_2471 noise level = 2%

Compare ours using two color prior, PSNR=30.09.jpg to:
blurred/noisy
sparse deblurring, PSNR=29.37.jpg
lucy-richardson deblurring, PSNR=24.54.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=29.37.jpg lucy-richardson deblurring, PSNR=24.54.jpg groundtruth


BIMG_2483 noise level = 2%

Compare ours using two color prior, PSNR=34.02.jpg to:
blurred/noisy
sparse deblurring, PSNR=35.55.jpg
lucy-richardson deblurring, PSNR=27.33.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=35.55.jpg lucy-richardson deblurring, PSNR=27.33.jpg groundtruth


BIMG_2485 noise level = 2%

Compare ours using two color prior, PSNR=31.45.jpg to:
blurred/noisy
sparse deblurring, PSNR=30.93.jpg
lucy-richardson deblurring, PSNR=25.41.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=30.93.jpg lucy-richardson deblurring, PSNR=25.41.jpg groundtruth


BIMG_2506 noise level = 2%

Compare ours using two color prior, PSNR=32.62.jpg to:
blurred/noisy
sparse deblurring, PSNR=32.75.jpg
lucy-richardson deblurring, PSNR=22.56.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=32.75.jpg lucy-richardson deblurring, PSNR=22.56.jpg groundtruth


BIMG_2530 noise level = 2%

Compare ours using two color prior, PSNR=34.00.jpg to:
blurred/noisy
sparse deblurring, PSNR=34.35.jpg
lucy-richardson deblurring, PSNR=24.80.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=34.35.jpg lucy-richardson deblurring, PSNR=24.80.jpg groundtruth


BIMG_2531 noise level = 2%

Compare ours using two color prior, PSNR=32.02.jpg to:
blurred/noisy
sparse deblurring, PSNR=31.83.jpg
lucy-richardson deblurring, PSNR=26.42.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=31.83.jpg lucy-richardson deblurring, PSNR=26.42.jpg groundtruth


BIMG_2542 noise level = 2%

Compare ours using two color prior, PSNR=27.54.jpg to:
blurred/noisy
sparse deblurring, PSNR=26.19.jpg
lucy-richardson deblurring, PSNR=22.93.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=26.19.jpg lucy-richardson deblurring, PSNR=22.93.jpg groundtruth


BIMG_2460 noise level = 5%

Compare ours using two color prior, PSNR=30.59.jpg to:
blurred/noisy
sparse deblurring, PSNR=28.09.jpg
lucy-richardson deblurring, PSNR=20.13.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=28.09.jpg lucy-richardson deblurring, PSNR=20.13.jpg groundtruth


BIMG_2469 noise level = 5%

Compare ours using two color prior, PSNR=29.38.jpg to:
blurred/noisy
sparse deblurring, PSNR=26.35.jpg
lucy-richardson deblurring, PSNR=19.34.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=26.35.jpg lucy-richardson deblurring, PSNR=19.34.jpg groundtruth


BIMG_2471 noise level = 5%

Compare ours using two color prior, PSNR=27.31.jpg to:
blurred/noisy
sparse deblurring, PSNR=24.39.jpg
lucy-richardson deblurring, PSNR=19.09.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=24.39.jpg lucy-richardson deblurring, PSNR=19.09.jpg groundtruth


BIMG_2483 noise level = 5%

Compare ours using two color prior, PSNR=33.13.jpg to:
blurred/noisy
sparse deblurring, PSNR=31.79.jpg
lucy-richardson deblurring, PSNR=19.54.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=31.79.jpg lucy-richardson deblurring, PSNR=19.54.jpg groundtruth


BIMG_2485 noise level = 5%

Compare ours using two color prior, PSNR=28.81.jpg to:
blurred/noisy
sparse deblurring, PSNR=26.41.jpg
lucy-richardson deblurring, PSNR=19.51.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=26.41.jpg lucy-richardson deblurring, PSNR=19.51.jpg groundtruth


BIMG_2506 noise level = 5%

Compare ours using two color prior, PSNR=30.25.jpg to:
blurred/noisy
sparse deblurring, PSNR=28.87.jpg
lucy-richardson deblurring, PSNR=18.62.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=28.87.jpg lucy-richardson deblurring, PSNR=18.62.jpg groundtruth


BIMG_2530 noise level = 5%

Compare ours using two color prior, PSNR=31.72.jpg to:
blurred/noisy
sparse deblurring, PSNR=28.96.jpg
lucy-richardson deblurring, PSNR=19.23.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=28.96.jpg lucy-richardson deblurring, PSNR=19.23.jpg groundtruth


BIMG_2531 noise level = 5%

Compare ours using two color prior, PSNR=29.76.jpg to:
blurred/noisy
sparse deblurring, PSNR=26.33.jpg
lucy-richardson deblurring, PSNR=19.54.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=26.33.jpg lucy-richardson deblurring, PSNR=19.54.jpg groundtruth


BIMG_2542 noise level = 5%

Compare ours using two color prior, PSNR=24.61.jpg to:
blurred/noisy
sparse deblurring, PSNR=22.60.jpg
lucy-richardson deblurring, PSNR=18.84.jpg
groundtruth
 blurred/noisy sparse deblurring, PSNR=22.60.jpg lucy-richardson deblurring, PSNR=18.84.jpg groundtruth