Focus on defocus: bridging the synthetic to real domain gap for depth
estimation

Focus on defocus: bridging the synthetic to real domain gap for depth estimation

19 May 2020

Laura Leal-Taixé

Papers citing "Focus on defocus: bridging the synthetic to real domain gap for depth estimation"

13 / 13 papers shown

Title
DERD-Net: Learning Depth from Event-based Ray Densities Diego de Oliveira Hitzges Suman Ghosh Guillermo Gallego 3DV MDE 33 1 0 22 Apr 2025
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus Jinchang Zhang Ningning Xu Hao Zhang Guoyu Lu MDE 52 0 0 18 Sep 2024
Mobile AR Depth Estimation: Challenges & Prospects -- Extended Version Ashkan Ganj Yiqin Zhao Hang Su Tian Guo MDE 26 1 0 22 Oct 2023
Point-and-Shoot All-in-Focus Photo Synthesis from Smartphone Camera Pair Xianrui Luo Juewen Peng Weiyue Zhao Ke Xian Hao Lu Zhiguo Cao 19 3 0 11 Apr 2023
Fully Self-Supervised Depth Estimation from Defocus Clue Haozhe Si Bin Zhao Dong Wang Yupeng Gao Mulin. Chen Zhigang Wang Xuelong Li 46 15 0 19 Mar 2023
Aberration-Aware Depth-from-Focus Xinge Yang Qiang Fu Mohammed Elhoseiny Wolfgang Heidrich 27 9 0 08 Mar 2023
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 25 4 0 22 Aug 2022
Monocular Depth Decomposition of Semi-Transparent Volume Renderings Dominik Engel Sebastian Hartwig Timo Ropinski MDE 33 1 0 27 Jun 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 24 6 0 26 Feb 2022
Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision Ning-Hsu Wang Ren Wang Yu-Lun Liu Yu-Hao Huang Yu-Lin Chang Chia-Ping Chen Kevin Jou MDE 22 22 0 24 Aug 2021
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Richard I. Hartley Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 33 42 0 01 Dec 2020
Deep SVBRDF Estimation on Real Materials L. Asselin D. Laurendeau Jean-François Lalonde 34 27 0 08 Oct 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 203 1,710 0 06 Jun 2018