Defocus deblurring comparisons between:

Our method
Wiener deconvolution
DPDNet
DPDNet with vignetting corrected inputs

Defocus map estimation comparisons between:

Our method
Our method with guided filtering
Wiener deconvolution
DMENet
Punnappurath et al. (ICCP'20)
Garg et al.
Wadhwa et al.

Defocus deblurring results

Inputs

Ground truth

Ours

Wiener deconv.

DPDNet

DPDNet w/ calib.

Defocus map estimation results

Ground truth

Ours

Ours w/ GF

Wiener deconv.

DMENet

ICCP'20

Garg et al.

Wadhwa et al.