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defocus-deblurring-dual-pixel Abdullah-Abuolaim

22

187

mit

7

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 d...

dataset datasets autofocus dual-pixel deeplearning defocus-blur deep-learning depth-of-field computer-vision defocus-deblurring deep-neural-networks computational-photography

Created 2020-04-30

38 commits to master branch, last one 2 years ago

recurrent-defocus-deblurring-synth-dual-pixel Abdullah-Abuolaim

9

49

apache-2.0

5

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis...

dataset datasets autofocus dual-pixel deeplearning defocus-blur deep-learning depth-of-field synthetic-data computer-vision defocus-deblurring deep-neural-networks computational-photography recurrent-neural-networks synthetic-dataset-generation

Created 2020-12-04

13 commits to master branch, last one 2 years ago

multi-task-defocus-deblurring-dual-pixel-nimat Abdullah-Abuolaim

3

46

apache-2.0

6

Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorpo...

dataset datasets autofocus dual-pixel deeplearning defocus-blur image-motion nimat-effect deep-learning depth-of-field synthetic-data computer-vision defocus-deblurring deep-neural-networks computational-photography synthetic-dataset-generation

Created 2021-08-11

16 commits to main branch, last one 2 years ago