kzs569/Awesome-DualPixel

Year	Pub	Paper	App	Repo
2018	SIGGRAPH	Synthetic Depth-of-Field with a Single-Camera Mobile Phone	Depth / Segmenation / Synthetic DoF
2019	CVPR	Reflection Removal Using a Dual-Pixel Sensor	Reflection Removal	Code
2019	ICCV	Learning Single Camera Depth Estimation using Dual-Pixels	Depth	Code & Dataset
2020	ICCP	Modeling Defocus-Disparity in Dual-Pixel Sensors	Depth	Code & Dataset
2020	ECCV	Du2Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels	Depth (w/Stereo)
2020	ECCV	Defocus Deblurring Using Dual-Pixel Data	Deblur	Code & Dataset
2021	CVPR	Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration	Depth / Deblur	Code & Dataset
2021	CVPRW	NTIRE 2021 Challenge for Defocus Deblurring Using Dual-pixel Images: Methods and Results	Deblur
2021	CVPRW	ATTSF Attention! Stay Focus!	Deblur	Code
2021	ICCV	Defocus Map Estimation and Deblurring From a Single Dual-Pixel Image	Deblur / Defocus Map
2021	ICCV	Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data	Deblur	Code & Dataset
2021	Arxiv	Facial Depth and Normal Estimation using Single Dual-Pixel Camera	Depth / Surface Normal / Anti-spoofing / Relighting

Dataset

Year	Pub	Paper	Detail
2019	ICCV	Learning Single Camera Depth Estimation using Dual-Pixels	Train:2506, Test:684, Res:1512x2016(DP), 16bit png, DP Raw / Depth
2020	ICCP	Modeling Defocus-Disparity in Dual-Pixel Sensors	Num:100, Res:5180x2940, RGB 8bit jpg / 16bit tif Depth, DP LR / Depth
2020	ECCV	Defocus Deblurring Using Dual-Pixel Data	Num:500, Res:1680x1120, 16bit, Used for NTIRE 2021 Challenge (CVPRW)
2021	CVPR	Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration	DP Simulator from NYUD Dataset
2021	ICCV	Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data	DP Simulator form SYNTHIA-SF dataset

Updating the recent progress