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"

31 / 31 papers shown

Title
Dark Channel-Assisted Depth-from-Defocus from a Single Image Moushumi Medhi R. R. Sahay MDE 33 0 0 07 Jun 2025
DERD-Net: Learning Depth from Event-based Ray Densities Diego de Oliveira Hitzges Suman Ghosh Guillermo Gallego 3DV MDE 50 3 0 22 Apr 2025
Blurry-Edges: Photon-Limited Depth Estimation from Defocused Boundaries Wei Xu Charles James Wagner Junjie Luo Qi Guo 68 0 0 30 Mar 2025
Dense Depth from Event Focal Stack Kenta Horikawa Mariko Isogawa Hideo Saito Shohei Mori MDE 101 0 0 11 Dec 2024
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus Jinchang Zhang Ningning Xu Hao Zhang Guoyu Lu MDE 104 0 0 18 Sep 2024
HybridDepth: Robust Depth Fusion for Mobile AR by Leveraging Depth from Focus and Single-Image Priors Ashkan Ganj Hang Su Tian Guo MDE 59 0 0 26 Jul 2024
360 in the Wild: Dataset for Depth Prediction and View Synthesis Kibaek Park François Rameau Jaesik Park In So Kweon MDE 111 0 0 27 Jun 2024
Learning Monocular Depth from Focus with Event Focal Stack Chenxu Jiang Mingyuan Lin Chi Zhang Zhenghai Wang Lei Yu MDE 63 3 0 11 May 2024
Self-Supervised Spatially Variant PSF Estimation for Aberration-Aware Depth-from-Defocus Zhuofeng Wu Yusuke Monno Masatoshi Okutomi MDE 73 2 0 28 Feb 2024
Camera-Independent Single Image Depth Estimation from Defocus Blur L. Wijayasingha H. Alemzadeh John A. Stankovic VLM MDE 57 2 0 21 Nov 2023
Mobile AR Depth Estimation: Challenges & Prospects -- Extended Version Ashkan Ganj Yiqin Zhao Hang Su Tian Guo MDE 43 1 0 22 Oct 2023
FocDepthFormer: Transformer with LSTM for Depth Estimation from Focus Xueyang Kang Fengze Han A. Fayjie Dong Gong MDE ViT 87 0 0 17 Oct 2023
Continuous Cost Aggregation for Dual-Pixel Disparity Extraction Sagi Monin S. Katz Georgios Evangelidis 3DV 52 2 0 13 Jun 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 67 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 105 17 0 19 Mar 2023
Aberration-Aware Depth-from-Focus Xinge Yang Qiang Fu Mohammed Elhoseiny Wolfgang Heidrich 49 10 0 08 Mar 2023
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus Qunliang Xing Mai Xu Xin Deng Yichen Guo 59 3 0 20 Nov 2022
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization Gilhyun Nam Gyeongjae Choi Kyungmin Lee OOD 64 4 0 22 Aug 2022
Learning Depth from Focus in the Wild Changyeon Won Hae-Gon Jeon 3DV 67 12 0 20 Jul 2022
Monocular Depth Decomposition of Semi-Transparent Volume Renderings Dominik Engel Sebastian Hartwig Timo Ropinski MDE 75 1 0 27 Jun 2022
Point Spread Function Estimation of Defocus Renzhi He Y. Zhuang Boya Fu Fei Liu 16 1 0 06 Mar 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 98 9 0 26 Feb 2022
Deep Depth from Focus with Differential Focus Volume Fengting Yang Xiaolei Huang Zihan Zhou MDE 52 23 0 03 Dec 2021
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 71 25 0 24 Aug 2021
Self-supervised Monocular Depth Estimation for All Day Images using Domain Separation Lina Liu Xibin Song Mengmeng Wang Yong Liu Liangjun Zhang MDE 70 68 0 17 Aug 2021
Predicting Depth from Semantic Segmentation using Game Engine Dataset Mohammad Amin Kashi 3DV MDE 63 0 0 12 Jun 2021
H-GAN: the power of GANs in your Hands Sergiu Oprea Giorgos Karvounas P. Martinez-Gonzalez Nikolaos Kyriazis S. Orts-Escolano Iason Oikonomidis A. Garcia-Garcia Aggeliki Tsoli Jose Garcia-Rodriguez Antonis Argyros 42 3 0 27 Mar 2021
Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data Abdullah Abuolaim M. Delbracio D. Kelly M. S. Brown P. Milanfar 113 58 0 06 Dec 2020
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Liyuan Pan S. Chowdhury Leonid Sigal Miaomiao Liu Hongguang Zhang Hongdong Li 3DV 3DH MDE 93 44 0 01 Dec 2020
Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media with Airlight and Scattering Coefficient Estimation Yuki Fujimura Motoharu Sonogashira M. Iiyama 25 3 0 18 Nov 2020
Deep SVBRDF Estimation on Real Materials L. Asselin D. Laurendeau Jean-François Lalonde 79 27 0 08 Oct 2020