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Lingyan Ruan's repositories

DRBNet

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

Language:PythonAGPL-3.0108 4 11

LaKDNet

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

Language:PythonAGPL-3.088 8 10

AtlasVDD

[SIGGRAPH 2024] This is the official repository for the paper: "Self-supervised Video Defocus Deblurring with Atlas Learning."

GPL-3.0400

DPDNet

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

Language:PythonMIT4 1 1

KPAC-Net

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

Language:PythonAGPL-3.02 10

IFAN

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

Language:PythonAGPL-3.0100

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.

Language:PythonMIT000

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