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2012.09365
Cited By
Learning to Recover 3D Scene Shape from a Single Image
Computer Vision and Pattern Recognition (CVPR), 2020
17 December 2020
Wei Yin
Jianming Zhang
Oliver Wang
Simon Niklaus
Long Mai
Simon Chen
Chunhua Shen
MDE
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Papers citing
"Learning to Recover 3D Scene Shape from a Single Image"
50 / 166 papers shown
DepthFocus: Controllable Depth Estimation for See-Through Scenes
Junhong Min
Jimin Kim
Cheol-Hui Min
Minwook Kim
Youngpil Jeon
M. Choi
MDE
342
1
0
21 Nov 2025
Visual Bridge: Universal Visual Perception Representations Generating
Yilin Gao
Shuguang Dou
Junzhou Li
Zhiheng Yu
Yin Li
Dongsheng Jiang
Shugong Xu
DiffM
VOS
383
0
0
11 Nov 2025
Toward A Better Understanding of Monocular Depth Evaluation
Siyang Wu
Jack Nugent
Willow Yang
Gaowen Liu
MDE
462
0
0
22 Oct 2025
C4D: 4D Made from 3D through Dual Correspondences
Shizun Wang
Zhenxiang Jiang
Xingyi Yang
Xinchao Wang
3DPC
213
5
0
16 Oct 2025
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
Dingning Liu
Haoyu Guo
Jingyi Zhou
Tong He
OffRL
MDE
364
0
0
29 Sep 2025
RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
Dongki Jung
Jaehoon Choi
Yonghan Lee
Dinesh Manocha
MDE
164
2
0
28 Sep 2025
LADB: Latent Aligned Diffusion Bridges for Semi-Supervised Domain Translation
X. Wang
Tao Wu
Yanfeng Zhang
Lu Liu
Dong Wang
Mingwei Sun
Yongliang Wang
Niclas Zeller
Daniel Cremers
186
1
0
10 Sep 2025
MonoRelief V2: Leveraging Real Data for High-Fidelity Monocular Relief Recovery
Y. Zhang
Tongju Han
Lipeng Gao
Mingqiang Wei
Hui Liu
Changbao Li
Caiming Zhang
3DH
MDE
208
0
0
27 Aug 2025
Snap-Snap: Taking Two Images to Reconstruct 3D Human Gaussians in Milliseconds
Jia Lu
Taoran Yi
Jiemin Fang
Chen-Ning Yang
Chuiyun Wu
Wei Shen
Wenyu Liu
Qi Tian
X. Wang
3DH
3DGS
194
1
0
20 Aug 2025
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images
Philipp Wulff
Felix Wimbauer
Dominik Muhle
Daniel Cremers
MDE
188
0
0
04 Aug 2025
An Evaluation of DUSt3R/MASt3R/VGGT 3D Reconstruction on Photogrammetric Aerial Blocks
Xinyi Wu
S. Landgraf
Markus Ulrich
R. Qin
3DGS
3DV
307
0
0
20 Jul 2025
Region-aware Depth Scale Adaptation with Sparse Measurements
Rizhao Fan
Tianfang Ma
Zhigen Li
Ning An
Jian Cheng
268
0
0
20 Jul 2025
Towards Depth Foundation Model: Recent Trends in Vision-Based Depth Estimation
Zhen Xu
Hongyu Zhou
Sida Peng
Haotong Lin
Haoyu Guo
...
Yue Wang
Ruizhen Hu
Yiyi Liao
Xiaowei Zhou
Hujun Bao
VLM
250
3
0
15 Jul 2025
DepthART: Monocular Depth Estimation as Autoregressive Refinement Task
Bulat Gabdullin
Nina Konovalova
Nikolay Patakin
Dmitry Senushkin
Anton Konushin
MDE
420
2
0
01 Jul 2025
StereoDiff: Stereo-Diffusion Synergy for Video Depth Estimation
Haodong Li
Chen Wang
Jiahui Lei
Kostas Daniilidis
Lingjie Liu
DiffM
VGen
MDE
302
5
0
25 Jun 2025
Monocular One-Shot Metric-Depth Alignment for RGB-Based Robot Grasping
Teng Guo
Baichuan Huang
Jingjin Yu
184
1
0
20 Jun 2025
RaCalNet: Radar Calibration Network for Sparse-Supervised Metric Depth Estimation
Xingrui Qin
Wentao Zhao
Chuan Cao
Yihe Niu
Houcheng Jiang
Houcheng Jiang
Rui Guo
Jingchuan Wang
336
1
0
18 Jun 2025
UNO: Unified Self-Supervised Monocular Odometry for Platform-Agnostic Deployment
Wentao Zhao
Yihe Niu
Yanbo Wang
Tianchen Deng
Shenghai Yuan
Zhenli Wang
Rui Guo
Jingchuan Wang
326
4
0
08 Jun 2025
NTIRE 2025 Challenge on HR Depth from Images of Specular and Transparent Surfaces
Pierluigi Zama Ramirez
Fabio Tosi
Luigi Di Stefano
Radu Timofte
Alex Costanzino
...
Jing Cao
Shenyi Li
Kui Jiang
Junjun Jiang
Y. Huang
MDE
269
27
0
06 Jun 2025
SR3D: Unleashing Single-view 3D Reconstruction for Transparent and Specular Object Grasping
Mingxu Zhang
Xiaoqi Li
Jiahui Xu
Kaichen Zhou
Hojin Bae
Yan Shen
Chuyan Xiong
Jiaming Liu
290
0
0
30 May 2025
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Bingxin Ke
Kevin Qu
Tianfu Wang
Nando Metzger
Shengyu Huang
Bo Li
Anton Obukhov
Konrad Schindler
DiffM
VLM
476
50
0
14 May 2025
The Fourth Monocular Depth Estimation Challenge
Anton Obukhov
Matteo Poggi
Fabio Tosi
Ripudaman Singh Arora
Jaime Spencer
...
Tuan-Anh Yang
Minh-Quang Nguyen
T. Tran
Albert Luginov
Muhammad Shahzad
MDE
1.0K
5
0
24 Apr 2025
VistaDepth: Improving far-range Depth Estimation with Spectral Modulation and Adaptive Reweighting
Mingxia Zhan
Li Zhang
Xiaomeng Chu
Beibei Wang
Yanyong Zhang
Yanyong Zhang
MDE
657
0
0
21 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling
Alara Dirik
Tuanfeng Y. Wang
Duygu Ceylan
Stefanos Zafeiriou
Anna Frühstück
DiffM
292
6
0
19 Apr 2025
Mono3R: Exploiting Monocular Cues for Geometric 3D Reconstruction
Wenyu Li
Sidun Liu
Peng Qiao
Yong Dou
377
4
0
18 Apr 2025
Collaborative Learning of Local 3D Occupancy Prediction and Versatile Global Occupancy Mapping
Shanshuai Yuan
Julong Wei
Muer Tie
Xiangyun Ren
Zhongxue Gan
Wenchao Ding
344
1
0
18 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception
International Conference on Learning Representations (ICLR), 2025
Ziqi Pang
Xin Xu
Yu-Xiong Wang
DiffM
571
2
0
15 Apr 2025
FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution
Gene Chou
Wenqi Xian
Guandao Yang
Mohamed Abdelfattah
Bharath Hariharan
Noah Snavely
Ning Yu
P. Debevec
MDE
522
10
0
09 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors
Tian-Xing Xu
Xiangjun Gao
Wenbo Hu
Xiaoyu Li
Song-Hai Zhang
Mingyu Ding
VGen
MDE
484
25
0
01 Apr 2025
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors
Computer Vision and Pattern Recognition (CVPR), 2025
Wonbong Jang
Philippe Weinzaepfel
Vincent Leroy
Lourdes Agapito
Jérôme Revaud
353
43
0
21 Mar 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
Computer Vision and Pattern Recognition (CVPR), 2025
Xuan Shen
Weize Ma
Jing Liu
Changdi Yang
Rui Ding
...
Wei Niu
Yanzhi Wang
Pu Zhao
Jun Lin
Jiuxiang Gu
MQ
434
8
0
20 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation
Clement Chadebec
O. Tasar
Sanjeev Sreetharan
Benjamin Aubin
580
19
0
10 Mar 2025
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler
Luigi Piccinelli
Daniel Gehrig
Yifan Yang
Mattia Segu
Siyuan Li
Wim Abbeloos
Luc Van Gool
MDE
585
102
0
27 Feb 2025
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery
IEEE International Conference on Robotics and Automation (ICRA), 2025
Chenghao Zhang
Lubin Fan
Shen Cao
Bojian Wu
Jieping Ye
511
0
0
13 Feb 2025
Matrix3D: Large Photogrammetry Model All-in-One
Computer Vision and Pattern Recognition (CVPR), 2025
Yuanxun Lu
Jingyang Zhang
Tian Fang
Jean-Daniel Nahmias
Yanghai Tsin
Long Quan
Xun Cao
Yao Yao
Shiwei Li
717
27
0
11 Feb 2025
A Critical Synthesis of Uncertainty Quantification and Foundation Models in Monocular Depth Estimation
S. Landgraf
Rongjun Qin
Markus Ulrich
UQCV
369
3
0
14 Jan 2025
DPBridge: Latent Diffusion Bridge for Dense Prediction
Haorui Ji
Taojun Lin
Hongdong Li
DiffM
587
5
0
29 Dec 2024
Priors for second-order unbiased Bayes estimators
Biometrika (Biometrika), 2024
Mana Sakai
Takeru Matsuda
Tatsuya Kubokawa
357
0
0
26 Dec 2024
ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yi Feng
Yu Han
Xijing Zhang
Tanghui Li
Yanting Zhang
Rui Fan
542
7
0
15 Dec 2024
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation
Yunpeng Bai
Qixing Huang
DiffM
536
5
0
01 Dec 2024
Boost 3D Reconstruction using Diffusion-based Monocular Camera Calibration
Junyuan Deng
Wei Yin
Xiaoyang Guo
Qian Zhang
Xiaotao Hu
Weiqiang Ren
Xiaoxiao Long
P. Tan
MDE
DiffM
455
1
0
26 Nov 2024
One Diffusion to Generate Them All
Computer Vision and Pattern Recognition (CVPR), 2024
Duong H. Le
Tuan Pham
Sangho Lee
Christopher Clark
Aniruddha Kembhavi
Stephan Mandt
Ranjay Krishna
Jiasen Lu
VLM
517
37
0
25 Nov 2024
Iris: Integrating Language into Diffusion-based Monocular Depth Estimation
Ziyao Zeng
Jingcheng Ni
Daniel Wang
Patrick Rim
Younjoon Chung
Fengyu Yang
Byung-Woo Hong
A. Wong
DiffM
MDE
829
5
0
24 Nov 2024
MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision
Computer Vision and Pattern Recognition (CVPR), 2024
Ruicheng Wang
Sicheng Xu
Cassie Dai
Jianfeng Xiang
Yu Deng
Xin Tong
Jiaolong Yang
TPM
3DH
MDE
807
192
0
24 Oct 2024
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain
Neural Information Processing Systems (NeurIPS), 2024
Kun Wang
Zhiqiang Yan
Junkai Fan
Wanlu Zhu
Xianrui Li
Jun Li
Zhiqiang Wang
MDE
400
16
0
19 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
International Conference on Learning Representations (ICLR), 2024
Ziyue Li
Wanrong Zhu
MoE
562
49
0
14 Oct 2024
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion
International Conference on Learning Representations (ICLR), 2024
Junyi Zhang
Charles Herrmann
Junhwa Hur
Varun Jampani
Trevor Darrell
Forrester Cole
Deqing Sun
Ming-Hsuan Yang
VGen
691
327
0
04 Oct 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction
International Conference on Learning Representations (ICLR), 2024
Jing He
Haodong Li
Wei Yin
Yixun Liang
Leheng Li
Kaiqiang Zhou
Hongbo Zhang
Bingbing Liu
Ying-Cong Chen
DiffM
VLM
877
137
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26 Sep 2024
Self-Distilled Depth Refinement with Noisy Poisson Fusion
Neural Information Processing Systems (NeurIPS), 2024
Jiaqi Li
Yiran Wang
Jinghong Zheng
Zihao Huang
Ke Xian
Zhiguo Cao
Jianming Zhang
388
6
0
26 Sep 2024
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Gonzalo Martin Garcia
Karim Abou Zeid
Christian Schmidt
Daan de Geus
Alexander Hermans
Bastian Leibe
1.1K
76
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17 Sep 2024
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