K3dn: Disparity-aware kernel estimation for dual-pixel defocus deblurring

Y Yang, L Pan, L Liu, M Liu - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
The dual-pixel (DP) sensor captures a two-view image pair in a single snapshot by splitting
each pixel in half. The disparity occurs in defocus blurred regions between the two views of …

Enhanced multi-stage network for defocus deblurring using dual-pixel images

R Li, J **e, Y Xue, W Zou, T Tong… - … Conference on Signal …, 2022 - spiedigitallibrary.org
The defocus deblurring raised from the finite aperture size and exposure time is an essential
problem in the shooting process, which seriously affects the quality of the images. However …

Defocus blur synthesis and deblurring through interpolation in the latent space

I Mazilu - 2022 - essay.utwente.nl
High quality images play an important role in medical diagnosis and analysis. To ensure that
microscopic imaging results are qualitative, most microscope systems nowadays are …