Toward Practical Monocular Indoor Depth Estimation

4 December 2021

Cho-Ying Wu

Ulrich Neumann

Papers citing "Toward Practical Monocular Indoor Depth Estimation"

50 / 68 papers shown

Title
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 212 2 0 24 Nov 2024
Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting Benjamin Wilson William Qi Tanmay Agarwal John Lambert Jagjeet Singh ... Andrew Hartnett J. K. Pontes Deva Ramanan Peter Carr James Hays 3DPC AI4TS 87 636 0 02 Jan 2023
Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI Santhosh Kumar Ramakrishnan Aaron Gokaslan Erik Wijmans Oleksandr Maksymets Alexander Clegg ... Andrew Westbury Angel X. Chang Manolis Savva Yili Zhao Dhruv Batra 71 384 0 16 Sep 2021
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching Lahav Lipson Zachary Teed Jia Deng MDE 91 406 0 15 Sep 2021
Unsupervised Depth Completion with Calibrated Backprojection Layers A. Wong Stefano Soatto 3DV MDE 3DPC 60 94 0 24 Aug 2021
StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation Boying Li Yuan Huang Zeyu Liu Danping Zou Wenxian Yu MDE 82 52 0 19 Aug 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 101 69 0 26 Jul 2021
Habitat 2.0: Training Home Assistants to Rearrange their Habitat Andrew Szot Alexander Clegg Eric Undersander Erik Wijmans Yili Zhao ... Z. Kira V. Koltun Jitendra Malik Manolis Savva Dhruv Batra LM&Ro 99 518 0 28 Jun 2021
Boosting Monocular Depth Estimation Models to High-Resolution via Content-Adaptive Multi-Resolution Merging S. M. H. Miangoleh Sebastian Dille Long Mai Sylvain Paris Yagiz Aksoy MoMe 3DV MDE 62 187 0 28 May 2021
Unsupervised Scale-consistent Depth Learning from Video Jiawang Bian Huangying Zhan Naiyan Wang Zhichao Li Le Zhang Chunhua Shen Ming-Ming Cheng Ian Reid MDE 65 177 0 25 May 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 70 270 0 29 Apr 2021
RGB-D Local Implicit Function for Depth Completion of Transparent Objects Luyang Zhu Arsalan Mousavian Yu Xiang H. Mazhar Jozef van Eenbergen Shoubhik Debnath Dieter Fox 62 92 0 01 Apr 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 133 1,732 0 24 Mar 2021
Audio-Visual Floorplan Reconstruction Senthil Purushwalkam S. V. A. Garí V. Ithapu Carl Schissler Philip Robinson Abhinav Gupta Kristen Grauman VGen 3DV 109 41 0 31 Dec 2020
Semantic Audio-Visual Navigation Changan Chen Ziad Al-Halah Kristen Grauman 87 106 0 21 Dec 2020
Learning to Recover 3D Scene Shape from a Single Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Long Mai Simon Chen Chunhua Shen MDE 96 237 0 17 Dec 2020
Robust Consistent Video Depth Estimation Johannes Kopf Xuejian Rong Jia-Bin Huang MDE 141 168 0 10 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 110 857 0 28 Nov 2020
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding Mike Roberts Jason Ramapuram Anurag Ranjan Atulit Kumar Miguel Angel Bautista Nathan Paczan Russ Webb Joshua M. Susskind 109 386 0 04 Nov 2020
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving V. Kumar Marvin Klingner S. Yogamani Stefan Milz Tim Fingscheidt Patrick Mäder MDE 74 81 0 10 Aug 2020
$P$^{2}$Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation$ P $^{2}$ Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation Zehao Yu Lei Jin Shenghua Gao 3DPC 3DV MDE 45 69 0 15 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 108 321 0 14 Jul 2020
UnRectDepthNet: Self-Supervised Monocular Depth Estimation using a Generic Framework for Handling Common Camera Distortion Models V. Kumar S. Yogamani Markus Bach Christian Witt Stefan Milz Patrick Mäder MDE 45 52 0 13 Jul 2020
See, Hear, Explore: Curiosity via Audio-Visual Association Victoria Dean Shubham Tulsiani Abhinav Gupta 85 59 0 07 Jul 2020
On the uncertainty of self-supervised monocular depth estimation Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia UQCV MDE 56 266 0 13 May 2020
VisualEchoes: Spatial Image Representation Learning through Echolocation Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 206 84 0 04 May 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 68 335 0 30 Apr 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 54 302 0 09 Apr 2020
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong Liu MDE 74 156 0 03 Apr 2020
Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset Yiwen Hua Puneet Kohli Pritish Uplavikar Anand Ravi Saravanan Gunaseelan Jason Orozco Edward Li 3DV MDE 88 42 0 25 Mar 2020
Scene Completeness-Aware Lidar Depth Completion for Driving Scenario Cho-Ying Wu Ulrich Neumann 3DV 92 9 0 15 Mar 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Daniel Cremers MDE 78 378 0 02 Mar 2020
Argoverse: 3D Tracking and Forecasting with Rich Maps Ming-Fang Chang John Lambert Patsorn Sangkloy Jagjeet Singh Sławomir Bąk ... De Wang Peter Carr Simon Lucey Deva Ramanan James Hays 3DPC 140 1,294 0 06 Nov 2019
Moving Indoor: Unsupervised Video Depth Learning in Challenging Environments Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 49 63 0 20 Oct 2019
Self-Supervised Monocular Depth Hints Jamie Watson Michael Firman Gabriel J. Brostow Daniyar Turmukhambetov SSL MDE 77 251 0 19 Sep 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 112 428 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
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 201 1,790 0 02 Jul 2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion Yiqi Zhong Cho-Ying Wu Suya You Ulrich Neumann 3DV 49 37 0 21 Jun 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 134 852 0 13 Jun 2019
SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation Michael Ramamonjisoa Vincent Lepetit MDE 3DH 60 114 0 21 May 2019
How do neural networks see depth in single images? T. V. Dijk Guido de Croon VLM MDE 74 198 0 16 May 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 79 647 0 06 May 2019
Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes Chaoyang Wang Simon Lucey Federico Perazzi Oliver Wang MDE 3DH 69 113 0 25 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 70 365 0 10 Apr 2019
Visualization of Convolutional Neural Networks for Monocular Depth Estimation Junjie Hu Yan Zhang Takayuki Okatani MDE 102 83 0 06 Apr 2019
StereoDRNet: Dilated Residual Stereo Net Rohan Chabra Julian Straub Chris Sweeney Richard Newcombe Henry Fuchs MDE 3DPC 3DV 58 102 0 03 Apr 2019
Habitat: A Platform for Embodied AI Research Manolis Savva Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans ... Jia-Wei Liu V. Koltun Jitendra Malik Devi Parikh Dhruv Batra LM&Ro 115 1,405 0 02 Apr 2019
A Simple Baseline for Bayesian Uncertainty in Deep Learning Wesley J. Maddox T. Garipov Pavel Izmailov Dmitry Vetrov A. Wilson BDL UQCV 82 808 0 07 Feb 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 481 1,729 0 06 Jun 2018