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Lingyan Ruan's Projects

defocus-deblurring-dual-pixel icon defocus-deblurring-dual-pixel

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

dpdnet icon dpdnet

[Retrained] This repository offers the retrained version of DPDNet when using the training strategy mentioned in DRBNet paper.

drbnet icon drbnet

[CVPR Oral 2022] PyTorch Implementation for "Learning to Deblur using Light Field Generated and Real Defocused Images"

ifan icon ifan

[CVPR 2021] Official PyTorch Implementation for "Iterative Filter Adaptive Network for Single Image Defocus Deblurring"

kpac-net icon kpac-net

[Retrained] This repository offers the retrained version of KPAC network when using the training strategy mentioned in DRBNet paper.

lakdnet icon lakdnet

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

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