Learning to Recover 3D Scene Shape from a Single Image

17 December 2020

Chunhua Shen

Papers citing "Learning to Recover 3D Scene Shape from a Single Image"

50 / 148 papers shown

Title
UniDepth: Universal Monocular Metric Depth Estimation Luigi Piccinelli Yung-Hsu Yang Daniel Gehrig Mattia Segu Siyuan Li Luc Van Gool Fisher Yu VLM MDE 81 128 0 27 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 54 118 0 22 Mar 2024
DepthFM: Fast Monocular Depth Estimation with Flow Matching Ming Gui Johannes S. Fischer Ulrich Prestel Pingchuan Ma Dmytro Kotovenko Olga Grebenkova S. A. Baumann Vincent Tao Hu Bjorn Ommer MDE 41 53 0 20 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 48 107 0 18 Mar 2024
RIDERS: Radar-Infrared Depth Estimation for Robust Sensing Han Li Yukai Ma Yuehao Huang Yaqing Gu Weihua Xu Yong-Jin Liu Xingxing Zuo 26 4 0 03 Feb 2024
AffordanceLLM: Grounding Affordance from Vision Language Models Shengyi Qian Weifeng Chen Min Bai Xiong Zhou Zhuowen Tu Li Erran Li 23 21 0 12 Jan 2024
DUSt3R: Geometric 3D Vision Made Easy Shuzhe Wang Vincent Leroy Yohann Cabon Boris Chidlovskii Jérôme Revaud 3DGS 39 328 0 21 Dec 2023
SinMPI: Novel View Synthesis from a Single Image with Expanded Multiplane Images Guo Pu Peng-Shuai Wang Zhouhui Lian 36 7 0 18 Dec 2023
GenDepth: Generalizing Monocular Depth Estimation for Arbitrary Camera Parameters via Ground Plane Embedding Karlo Koledić Luka V. Petrović Ivan Petrović Ivan Marković MDE 28 1 0 10 Dec 2023
Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Anton Obukhov Shengyu Huang Nando Metzger Rodrigo Caye Daudt Konrad Schindler VLM MDE 40 145 0 04 Dec 2023
HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting Wenquan Lu Yufei Xu Jing Zhang Chaoyue Wang Dacheng Tao DiffM 60 26 0 29 Nov 2023
Image Patch-Matching with Graph-Based Learning in Street Scenes Rui She Qiyu Kang Sijie Wang Wee Peng Tay Yong Liang Guan Diego Navarro Navarro Andreas Hartmannsgruber 29 8 0 08 Nov 2023
HeightFormer: A Multilevel Interaction and Image-adaptive Classification-regression Network for Monocular Height Estimation with Aerial Images Zhan Chen Yidan Zhang Xiyu Qi Yongqiang Mao Xin Zhou Lulu Niu Hui Wu Lei Wang Yunping Ge 36 5 0 12 Oct 2023
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation Muhammad Osama Khan Junbang Liang Chun-Kai Wang Shan Yang Yu Lou MDE 49 4 0 06 Oct 2023
P2CADNet: An End-to-End Reconstruction Network for Parametric 3D CAD Model from Point Clouds Zhihao Zong Fazhi He Rubin Fan Yuxin Liu 3DV 3DPC 21 1 0 04 Oct 2023
Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors Yuanyi Zhong Anand Bhattad Yu-Xiong Wang David Forsyth MDE 26 2 0 28 Sep 2023
InSpaceType: Reconsider Space Type in Indoor Monocular Depth Estimation Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 23 4 0 24 Sep 2023
Confidence Calibration for Systems with Cascaded Predictive Modules Yunye Gong Yi Yao Xiao Lin Ajay Divakaran Melinda Gervasio 32 1 0 21 Sep 2023
Improving Neural Indoor Surface Reconstruction with Mask-Guided Adaptive Consistency Constraints Xinyi Yu Liqin Lu Jintao Rong Guangkai Xu Linlin Ou 3DV 27 1 0 18 Sep 2023
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering Chi Zhang Wei Yin Gang Yu Zhibin Wang Tao Chen Bin-Bin Fu Qiufeng Wang Chunhua Shen MDE 119 5 0 18 Sep 2023
Vision Relation Transformer for Unbiased Scene Graph Generation Gopika Sudhakaran Devendra Singh Dhami Kristian Kersting Stefan Roth ViT 38 15 0 18 Aug 2023
FrozenRecon: Pose-free 3D Scene Reconstruction with Frozen Depth Models Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengshang Zhao 48 13 0 10 Aug 2023
SAAM: Stealthy Adversarial Attack on Monocular Depth Estimation Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammad Shafique MDE 40 12 0 06 Aug 2023
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image Wei Yin Chi Zhang Hao Chen Zhipeng Cai Gang Yu Kaixuan Wang Xiaozhi Chen Chunhua Shen MDE 136 177 0 20 Jul 2023
OCTraN: 3D Occupancy Convolutional Transformer Network in Unstructured Traffic Scenarios Aditya Nalgunda Ganesh Dhruval Pobbathi Badrinath Harshith Mohan Kumar S.Sony Priya Surabhi Narayan ViT 31 3 0 20 Jul 2023
Measuring and Modeling Uncertainty Degree for Monocular Depth Estimation Mochu Xiang Jing Zhang Nick Barnes Yuchao Dai UQCV 45 3 0 19 Jul 2023
ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour Samy Tafasca Anshul Gupta J. Odobez 41 19 0 04 Jul 2023
Consistent Multimodal Generation via A Unified GAN Framework Zhen Zhu Yijun Li Wei-wei Lyu Krishna Kumar Singh Zhixin Shu Soeren Pirk Derek Hoiem 52 4 0 04 Jul 2023
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic Smoothing Ziyan Wang Hao Wang UQCV 22 0 0 11 Jun 2023
Background Prompting for Improved Object Depth Manel Baradad Yuanzhen Li Forrester Cole Michael Rubinstein Antonio Torralba William T. Freeman Varun Jampani VLM MDE 19 1 0 08 Jun 2023
Single-Stage 3D Geometry-Preserving Depth Estimation Model Training on Dataset Mixtures with Uncalibrated Stereo Data Nikolay Patakin Mikhail Romanov Anna Vorontsova M. Artemyev Anton Konushin MDE 52 6 0 05 Jun 2023
DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth Adaptation Jiuhn Song Seonghoon Park Honggyu An Seokju Cho Minseop Kwak Sung-Jin Cho Seung Wook Kim MDE 33 22 0 30 May 2023
ZeroAvatar: Zero-shot 3D Avatar Generation from a Single Image Zhenzhen Weng Zeyu Wang S. Yeung DiffM 33 20 0 25 May 2023
Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields Jingbo Zhang Xiaoyu Li Bo Liu Can Wang Jing Liao VGen DiffM 24 85 0 19 May 2023
Understanding 3D Object Interaction from a Single Image Shengyi Qian David Fouhey 30 16 0 16 May 2023
Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction Cho-Ying Wu Yiqi Zhong Junying Wang Ulrich Neumann MDE 33 5 0 12 May 2023
Virtual Occlusions Through Implicit Depth Jamie Watson Mohamed Sayed Z. Qureshi Gabriel J. Brostow Sara Vicente Oisin Mac Aodha Michael Firman 45 7 0 11 May 2023
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding Mijeong Kim Hyunjoon Lee Bohyung Han 29 0 0 27 Apr 2023
Learning to Fuse Monocular and Multi-view Cues for Multi-frame Depth Estimation in Dynamic Scenes Rui Li Dong Gong Wei Yin H. Chen Yu Zhu Kaixuan Wang Xiaozhi Chen Jinqiu Sun Yanning Zhang 27 28 0 18 Apr 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
Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance Robin Schon K. Ludwig Rainer Lienhart VLM MDE 49 2 0 12 Apr 2023
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks Hyunjun Jung Patrick Ruhkamp Guangyao Zhai Nikolas Brasch Yitong Li ... Anil Armagan Slobodan Ilic A. Leonardis Nassir Navab Benjamin Busam 3DH 3DV 32 11 0 26 Mar 2023
SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates Mikaela Angelina Uy Ricardo Martín Brualla Leonidas J. Guibas Ke Li 30 35 0 23 Mar 2023
Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated Depth Cagri Gungor Adriana Kovashka MDE 34 2 0 20 Mar 2023
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation Zipeng Qi Hao Chen Chenyang Liu Z. Shi Zhengxia Zou ViT 32 14 0 15 Mar 2023
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision Antoine Guédon Tom Monnier P. Monasse Vincent Lepetit SSL 3DPC 31 6 0 06 Mar 2023
FLSea: Underwater Visual-Inertial and Stereo-Vision Forward-Looking Datasets Yelena Randall T. Treibitz MDE 26 18 0 24 Feb 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 74 486 0 23 Feb 2023
Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces Pierluigi Zama Ramirez Alex Costanzino Fabio Tosi Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano MDE 30 21 0 19 Jan 2023
Elevation Estimation-Driven Building 3D Reconstruction from Single-View Remote Sensing Imagery Yongqiang Mao Kaiqiang Chen Liangjin Zhao Wei Chen Deke Tang Wenjie Liu Zhirui Wang Wenhui Diao Xian Sun Kun Fu 30 33 0 11 Jan 2023