NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis

22 December 2021

Marc Pollefeys

Papers citing "NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis"

43 / 43 papers shown

Title
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 171 1,730 0 03 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 108 854 0 28 Nov 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 78 1,038 0 15 Oct 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 67 42 0 13 Oct 2020
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections Ricardo Martín Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth 110 1,486 0 05 Aug 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 249 1,266 0 22 Jul 2020
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion Chang Shu Kun Yu Zhixiang Duan Kuiyuan Yang SSL MDE 65 233 0 21 Jul 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 64 153 0 06 Apr 2020
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis B. Mildenhall Pratul P. Srinivasan Matthew Tancik Jonathan T. Barron R. Ramamoorthi Ren Ng 116 2,597 0 19 Mar 2020
Depth Extraction from Video Using Non-parametric Sampling Kevin Karsch Ce Liu S. B. Kang MDE 111 145 0 24 Dec 2019
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 80 472 0 18 Dec 2019
3D Ken Burns Effect from a Single Image Simon Niklaus Long Mai Jimei Yang Feng Liu VGen 232 208 0 12 Sep 2019
DIODE: A Dense Indoor and Outdoor DEpth Dataset Igor Vasiljevic Nicholas I. Kolkin Shanyi Zhang Ruotian Luo Haochen Wang ... Andrea F. Daniele Mohammadreza Mostajabi Steven Basart Matthew R. Walter Gregory Shakhnarovich MDE 3DV 69 231 0 01 Aug 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 112 426 0 29 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 116 681 0 24 Jul 2019
Structure-Aware Residual Pyramid Network for Monocular Depth Estimation Xiaotian Chen Xiao Chen Zhengjun Zha MDE 57 118 0 13 Jul 2019
The Replica Dataset: A Digital Replica of Indoor Spaces Julian Straub Thomas Whelan Lingni Ma Yufan Chen Erik Wijmans ... H. Strasdat R. D. Nardi Michael Goesele S. Lovegrove Richard Newcombe 3DV 126 851 0 13 Jun 2019
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation Michael Ramamonjisoa Vincent Lepetit MDE 3DH 57 114 0 21 May 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth José M. Fácil Benjamin Ummenhofer Huizhong Zhou Luis Montesano Thomas Brox Javier Civera MDE 126 139 0 03 Apr 2019
DeepV2D: Video to Depth with Differentiable Structure from Motion Zachary Teed Jia Deng 3DV VGen MDE 63 247 0 11 Dec 2018
InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset Wenbin Li Sajad Saeedi J. McCormac R. Clark Dimos Tzoumanikas Qing Ye Yuzhong Huang Ruiming Tang Stefan Leutenegger 3DV 80 223 0 03 Sep 2018
Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks Zhixiang Hao Yu Li Shaodi You Feng Lu MDE 96 87 0 03 Sep 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 431 1,725 0 06 Jun 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 47 305 0 29 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 77 375 0 23 Mar 2018
Learning Depth from Monocular Videos using Direct Methods Chaoyang Wang J. M. Buenaposada Rui Zhu Simon Lucey MDE 90 581 0 01 Dec 2017
Matterport3D: Learning from RGB-D Data in Indoor Environments Angel X. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang 3DV 3DPC 169 1,893 0 18 Sep 2017
Single image depth estimation by dilated deep residual convolutional neural network and soft-weight-sum inference Bo Li Yuchao Dai Huahui Chen Mingyi He MDE 41 35 0 27 Apr 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 114 2,571 0 25 Apr 2017
Transformation-Grounded Image Generation Network for Novel 3D View Synthesis Eunbyung Park Jimei Yang Ersin Yumer Duygu Ceylan Alexander C. Berg 56 286 0 08 Mar 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 449 4,040 0 14 Feb 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 139 669 0 09 Feb 2017
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 163 884 0 03 Feb 2017
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge J. Belongie GAN 59 459 0 13 Dec 2016
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 75 1,241 0 28 Nov 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 129 2,881 0 13 Sep 2016
A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from Single RGB Images Jun Yu Li Reinhard Klein Angela Yao MDE 39 15 0 04 Jul 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 366 1,825 0 01 Jun 2016
Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Networks Yuanzhouhan Cao Zifeng Wu Chunhua Shen MDE 89 403 0 08 May 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.7K 76,917 0 18 May 2015
Deep Convolutional Neural Fields for Depth Estimation from a Single Image Fayao Liu Chunhua Shen Guosheng Lin MDE 168 890 0 24 Nov 2014
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture David Eigen Rob Fergus VLM MDE 195 2,678 0 18 Nov 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 204 4,052 0 09 Jun 2014