defocus-blur topic

A curated list of resources for Image and Video Deblurring

subeeshvasu

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...

Abdullah-Abuolaim

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

codeslake

[CVPR 2019] Official TensorFlow Implementation for "Deep Defocus Map Estimation using Domain Adaptation"

codeslake

LBP-based segmentation of defocus blur

xinario

[ECCV 2020] Defocus Blur Detection via Depth Distillation

vinthony

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...

Abdullah-Abuolaim

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...

Abdullah-Abuolaim

Defocusによる画像ボケを利用した深度推定

panda5mt

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

lingyanruan