Evaluation of CNN-based Single-Image Depth Estimation Methods

3 May 2018

Tobias Koch

Lukas Liebel

Friedrich Fraundorfer

Marco Körner

3DV

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Papers citing "Evaluation of CNN-based Single-Image Depth Estimation Methods"

30 / 30 papers shown

Title
DPBridge: Latent Diffusion Bridge for Dense Prediction Haorui Ji Taojun Lin Hongdong Li DiffM 51 1 0 29 Dec 2024
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation Yunpeng Bai Qixing Huang DiffM 94 0 0 01 Dec 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction Jing He Haodong Li Wei Yin Yixun Liang Leheng Li Kaiqiang Zhou Hongbo Zhang Bingbing Liu Ying-Cong Chen DiffM VLM 49 40 0 26 Sep 2024
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think Gonzalo Martin Garcia Karim Abou Zeid Christian Schmidt Daan de Geus Alexander Hermans Bastian Leibe 39 24 0 17 Sep 2024
StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal Chongjie Ye Lingteng Qiu Xiaodong Gu Qi Zuo Yushuang Wu Zilong Dong Liefeng Bo Yuliang Xiu Xiaoguang Han DiffM 40 39 0 24 Jun 2024
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka 3DV MDE 33 7 0 10 Jun 2024
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware Consistency Fusion Pengzhi Li Yikang Ding Haohan Wang Chengshuai Tang Zhiheng Li MDE 46 1 0 30 Mar 2024
Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation Mu Hu Wei Yin C. Zhang Zhipeng Cai Xiaoxiao Long Kaixuan Wang Kaixuan Wang Gang Yu Chunhua Shen Shaojie Shen 3DGS 54 116 0 22 Mar 2024
FS-Depth: Focal-and-Scale Depth Estimation from a Single Image in Unseen Indoor Scene Chen-Hao Wei Meng Yang Lei He Nanning Zheng MDE 22 3 0 27 Jul 2023
The Second Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Michaela Trescakova Chris Russell Simon Hadfield ... Guangkai Xu Wei Yin Jun Yu Qi Zhang Chaoqiang Zhao MDE 32 11 0 14 Apr 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 65 485 0 23 Feb 2023
BS3D: Building-scale 3D Reconstruction from RGB-D Images Janne Mustaniemi Arno Solin Esa Rahtu Li Liu J. Heikkilä 3DV 31 2 0 03 Jan 2023
Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation L. Talker Aviad Cohen E. Yosef Alexandra Dana Michael Dinerstein 37 6 0 10 Dec 2022
The Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Chris Russell Simon Hadfield E. Graf ... Fabio Tosi Hao Wang Youming Zhang Yusheng Zhang Chaoqiang Zhao MDE 22 20 0 22 Nov 2022
Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Simon Chen Yifan Liu Chunhua Shen MDE 40 44 0 28 Aug 2022
Deconstructing Self-Supervised Monocular Reconstruction: The Design Decisions that Matter Jaime Spencer Martin Chris Russell Simon Hadfield Richard Bowden MDE 32 22 0 02 Aug 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 29 11 0 11 Jul 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 30 99 0 28 Mar 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 26 33 0 15 Jan 2022
Object-aware Monocular Depth Prediction with Instance Convolutions Enis Simsar Evin Pınar Örnek Fabian Manhardt Helisa Dhamo Nassir Navab F. Tombari 3DH MDE 36 1 0 02 Dec 2021
A benchmark with decomposed distribution shifts for 360 monocular depth estimation G. Albanis N. Zioulis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras MDE 37 0 0 01 Dec 2021
Pano3D: A Holistic Benchmark and a Solid Baseline for $360^o$ Depth Estimation G. Albanis N. Zioulis Petros Drakoulis V. Gkitsas V. Sterzentsenko Federico Álvarez D. Zarpalas P. Daras MDE 29 47 0 06 Sep 2021
StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation Boying Li Yuan Huang Zeyu Liu Danping Zou Wenxian Yu MDE 26 51 0 19 Aug 2021
Self-supervised monocular depth estimation from oblique UAV videos L. Madhuanand F. Nex M. Yang MDE 23 40 0 19 Dec 2020
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Hanjiang Hu B. Yang Zhijian Qiao Shiqi Liu Weiang Shi Zuxin Liu Wenhao Ding Ding Zhao Hesheng Wang VLM MDE 35 14 0 09 Nov 2020
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model Julian Lienen Eyke Hüllermeier Ralph Ewerth Nils Nommensen 29 14 0 25 Oct 2020
Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh Phong Nguyen-Ha Jirí Matas Esa Rahtu J. Heikkilä MDE 22 150 0 06 Apr 2020
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification Lukas Liebel Marco Körner 3DH 44 25 0 25 Jul 2019
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 200 1,708 0 06 Jun 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 14 246 0 16 May 2018