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 |