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"

24 / 24 papers shown

Title
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus Jinchang Zhang Ningning Xu Hao Zhang Guoyu Lu MDE 52 0 0 18 Sep 2024
Depth from Coupled Optical Differentiation Junjie Luo Yuxuan Liu Emma Alexander Qi Guo 40 3 0 16 Sep 2024
METER: a mobile vision transformer architecture for monocular depth estimation Lorenzo Papa Paolo Russo Irene Amerini MDE 32 18 0 13 Mar 2024
Fully Self-Supervised Depth Estimation from Defocus Clue Haozhe Si Bin Zhao Dong Wang Yupeng Gao Mulin. Chen Zhigang Wang Xuelong Li 54 15 0 19 Mar 2023
Aberration-Aware Depth-from-Focus Xinge Yang Qiang Fu Mohammed Elhoseiny Wolfgang Heidrich 27 9 0 08 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 43 11 0 21 Feb 2023
WorldGen: A Large Scale Generative Simulator Chahat Deep Singh R. Kumari Cornelia Fermuller N. Sanket Yiannis Aloimonos 41 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 37 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 43 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 34 62 0 29 Mar 2022
Unsupervised Learning Based Focal Stack Camera Depth Estimation Zhengyu Huang Weizhi Du Theodore Norris MDE 36 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 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
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction A. Salehi M. Balasubramanian 30 2 0 12 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 21 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 40 5 0 24 Jun 2021
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models Chenfeng Xu Shijia Yang Tomer Galanti Bichen Wu Xiangyu Yue Bohan Zhai Wei Zhan Peter Vajda Kurt Keutzer Masayoshi Tomizuka 3DPC 39 53 0 08 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 40 48 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 19 24 0 23 Nov 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 51 42 0 13 Oct 2020
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes Juan Luis Gonzalez Munchurl Kim 26 86 0 09 Aug 2020
Self-supervised blur detection from synthetically blurred scenes Aitor Alvarez-Gila Adrian Galdran Estíbaliz Garrote Joost van de Weijer 26 8 0 28 Aug 2019
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