Dual Pixel

Table of contents

• DualPixel
• Dateset

Dual Pixel

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	CVPR	Learning to Autofocus	Autofocus	Dataset
2020	ECCV	Du2Net: Learning Depth Estimation from Dual-Cameras and Dual-Pixels	Disparity (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	Code & Dataset
2021	ICCV	Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data	Deblur	Code & Dataset
2021	IEEE	World Largest Mobile Image Sensor with All Directional Phase Detection Auto Focus Function	Depth
2021	ICTC	Disparity probability volume guided defocus deblurring using dual pixel data	Deblur
2021	Journal of Electronic Imaging	Defocus deblurring: a designed deep model based on CNN	Deblur
2021	IEEE	All-Directional Dual Pixel Auto Focus Technology in CMOS Image Sensors	Circuits
2022	WACV	Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning	Deblur	Code & Dataset
2022	ISSCC	A 1/1.57-inch 50Mpixel CMOS Image Sensor With 1.0μm All-Directional Dual Pixel by 0.5μm-Pitch Full-Depth Deep-Trench Isolation Technology	Circuits
2022	ECCV	Facial Depth and Normal Estimation using Single Dual-Pixel Camera	Depth / Surface Normal / Anti-spoofing / Relighting	Code & Dataset
2023	CVPR	K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring	Deblur
2023	CVPR	Spatio-Focal Bidirectional Disparity Estimation From a Dual-Pixel Image	Depth / Disparity	Code
2023	ICCP	Learning to Synthesize Photorealistic Dual-pixel Images from RGBD frames	Simulator	Code & Dataset
2023	ICCV	Exploring Positional Characteristics of Dual-Pixel Data for Camera Autofocus	Autofocus

Dataset

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
2023	ICCP	Learning to Synthesize Photorealistic Dual-pixel Images from RGBD frames	Num:5130, Res:1680x1120, RGB(DP LRC) 8bit png / Depth 16bit png