Single Image Depth Estimation Trained via Depth from Defocus Cues

Single Image Depth Estimation Trained via Depth from Defocus Cues

14 January 2020

Lior Wolf

Papers citing "Single Image Depth Estimation Trained via Depth from Defocus Cues"

19 / 19 papers shown

Title
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus Jinchang Zhang Ningning Xu Hao Zhang Guoyu Lu MDE 47 0 0 18 Sep 2024
Depth from Coupled Optical Differentiation Junjie Luo Yuxuan Liu Emma Alexander Qi Guo 35 3 0 16 Sep 2024
Fully Self-Supervised Depth Estimation from Defocus Clue Haozhe Si Bin Zhao Dong Wang Yupeng Gao Mulin. Chen Zhigang Wang Xuelong Li 43 15 0 19 Mar 2023
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 31 11 0 21 Feb 2023
WorldGen: A Large Scale Generative Simulator Chahat Deep Singh R. Kumari Cornelia Fermuller N. Sanket Yiannis Aloimonos 28 4 0 03 Oct 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 25 14 0 13 Jun 2022
Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos J. P. Bello Jaeho Moon Munchurl Kim 3DPC 35 5 0 18 May 2022
Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth Ziyue Feng Liang Yang Longlong Jing Haiyan Wang Yingli Tian Bing Li MDE 26 62 0 29 Mar 2022
Unsupervised Learning Based Focal Stack Camera Depth Estimation Zhengyu Huang Weizhi Du Theodore Norris MDE 20 1 0 14 Mar 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 14 5 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 17 22 0 24 Aug 2021
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction A. Salehi M. Balasubramanian 22 2 0 12 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 13 14 0 09 Jul 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 36 5 0 24 Jun 2021
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation Mansi Sharma Abheesht Sharma Kadvekar Rohit Tushar Avinash Panneer MDE 46 6 0 21 May 2021
PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss J. P. Bello Munchurl Kim 3DV MDE 35 47 0 12 Mar 2021
Data-driven Holistic Framework for Automated Laparoscope Optimal View Control with Learning-based Depth Perception Bin Li Bo Lu Yiang Lu Qi Dou Yunhui Liu 11 24 0 23 Nov 2020
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes Juan Luis Gonzalez Munchurl Kim 26 84 0 09 Aug 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 197 1,708 0 06 Jun 2018