PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation

10 June 2024

Shariq Farooq Bhat

Papers citing "PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation"

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Title
Survey on Monocular Metric Depth Estimation Jiuling Zhang VLM 169 0 0 21 Jan 2025
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Lihe Yang Bingyi Kang Zilong Huang Xiaogang Xu Jiashi Feng Hengshuang Zhao VLM 192 744 0 19 Jan 2024
PatchFusion: An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka MDE 48 23 0 04 Dec 2023
ScanNet++: A High-Fidelity Dataset of 3D Indoor Scenes Chandan Yeshwanth Yueh-Cheng Liu Matthias Nießner Angela Dai 3DV 3DPC 78 230 0 22 Aug 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 53 12 0 02 May 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 93 11 0 14 Apr 2023
iDisc: Internal Discretization for Monocular Depth Estimation Luigi Piccinelli Daniel Gehrig Feng Yu 56 82 0 13 Apr 2023
Single Image Depth Prediction Made Better: A Multivariate Gaussian Take Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Luc Van Gool MDE VLM 79 15 0 31 Mar 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 213 225 0 03 Mar 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 128 491 0 23 Feb 2023
Guided Depth Map Super-resolution: A Survey Zhiwei Zhong Xianming Liu Junjun Jiang Debin Zhao Xiangyang Ji 48 34 0 19 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 84 4,015 1 10 Feb 2023
Guided Depth Super-Resolution by Deep Anisotropic Diffusion Nando Metzger Rodrigo Caye Daudt Konrad Schindler MDE 37 44 0 21 Nov 2022
3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Yu-Ting Yen Chia-Ni Lu Wei-Chen Chiu Yi-Hsuan Tsai MDE 47 10 0 19 Sep 2022
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation Inkyu Shin Yi-Hsuan Tsai Bingbing Zhuang S. Schulter Buyu Liu Sparsh Garg In So Kweon Kuk-Jin Yoon TTA 55 76 0 27 Apr 2022
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang 37 24 0 25 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 64 193 0 03 Apr 2022
Learning Graph Regularisation for Guided Super-Resolution Riccardo de Lutio Alexander Becker Stefano Dáronco S. Russo Jan Dirk Wegner Konrad Schindler SupR 64 37 0 27 Mar 2022
DepthFormer: Exploiting Long-Range Correlation and Local Information for Accurate Monocular Depth Estimation Zhenyu Li Zehui Chen Xianming Liu Junjun Jiang ViT MDE 49 185 1 27 Mar 2022
360MonoDepth: High-Resolution 360° Monocular Depth Estimation M. Rey-Area Mingze Yuan Christian Richardt MDE 71 72 0 30 Nov 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 51 186 0 28 May 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo VLM 102 68 0 21 Apr 2021
Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Zixiang Zhao Jiangshe Zhang Shuang Xu Chunxia Zhang Junmin Liu 61 95 0 14 Apr 2021
SMD-Nets: Stereo Mixture Density Networks Fabio Tosi Yiyi Liao Carolin Schmitt Andreas Geiger 3DV 47 85 0 08 Apr 2021
Self-supervised Learning of Depth Inference for Multi-view Stereo Jiayu Yang J. Álvarez Miaomiao Liu SSL MDE 59 50 0 07 Apr 2021
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification Zijian Hu Zhengyu Yang Xuefeng Hu Ram Nevatia 44 142 0 30 Mar 2021
Learning Continuous Image Representation with Local Implicit Image Function Yinbo Chen Sifei Liu Xiaolong Wang SSL SupR CLL 72 668 0 16 Dec 2020
AdaBins: Depth Estimation using Adaptive Bins S. Bhat Ibraheem Alhashim Peter Wonka 3DV MDE ViT 100 845 0 28 Nov 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 42 536 0 07 Oct 2020
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency Adrian Lopez-Rodriguez K. Mikolajczyk MDE 42 43 0 03 Sep 2020
Object Detection with a Unified Label Space from Multiple Datasets Xiangyu Zhao S. Schulter Gaurav Sharma Yi-Hsuan Tsai Manmohan Chandraker Ying Nian Wu ObjD 39 70 0 15 Aug 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 42 91 0 30 Jul 2020
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation K. Pnvr Hao Zhou David Jacobs GAN 30 50 0 07 Jun 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 90 276 0 09 Jan 2020
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 185 1,774 0 02 Jul 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 91 625 0 24 Apr 2019
Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Shanshan Zhao Huan Fu Biwei Huang Dacheng Tao MDE 49 174 0 03 Apr 2019
Progressive Feature Alignment for Unsupervised Domain Adaptation Chaoqi Chen Weiping Xie Wenbing Huang Yu Rong Xinghao Ding Yue Huang Tingyang Xu Junzhou Huang 55 409 0 21 Nov 2018
T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Chuanxia Zheng Tat-Jen Cham Jianfei Cai MDE GAN 61 194 0 04 Aug 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 320 1,718 0 06 Jun 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 120 148 0 03 May 2018
DeepMVS: Learning Multi-view Stereopsis Po-Han Huang Kevin Blackburn-Matzen Johannes Kopf Narendra Ahuja Jia-Bin Huang 3DV 78 467 0 02 Apr 2018
Noise2Noise: Learning Image Restoration without Clean Data J. Lehtinen Jacob Munkberg J. Hasselgren S. Laine Tero Karras M. Aittala Timo Aila 69 1,591 0 12 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 57 185 0 05 Mar 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 314 27,018 0 20 Mar 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 108 587 0 27 Feb 2017
Single-Image Depth Perception in the Wild Weifeng Chen Z. Fu Dawei Yang Jia Deng MDE 65 516 0 13 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 797 11,540 0 06 Apr 2016
Fast Edge Detection Using Structured Forests Piotr Dollár C. L. Zitnick 67 931 0 20 Jun 2014
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen Christian Puhrsch Rob Fergus MDE 3DPC 3DV 175 4,041 0 09 Jun 2014