Deep Ordinal Regression Network for Monocular Depth Estimation

6 June 2018

Kayhan Batmanghelich

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Papers citing "Deep Ordinal Regression Network for Monocular Depth Estimation"

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Title
Versatile Depth Estimator Based on Common Relative Depth Estimation and Camera-Specific Relative-to-Metric Depth Conversion Jinyoung Jun Jae-Han Lee Chang-Su Kim MDE 54 1 0 20 Mar 2023
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Senqiao Yang Jiarui Wu Jiaming Liu Xiaoqi Li Qizhe Zhang Mingjie Pan Yulu Gan Zehui Chen Shanghang Zhang MDE VLM 96 20 0 17 Mar 2023
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior Jiaqi Xu Xiaowei Hu Lei Zhu Qi Dou Jifeng Dai Yu Qiao Pheng-Ann Heng 54 26 0 17 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Dinesh Manocha Ming Lin Dinesh Manocha 72 5 0 15 Mar 2023
Weakly Supervised Monocular 3D Object Detection using Multi-View Projection and Direction Consistency Runzhou Tao Wencheng Han Zhongying Qiu Chengfeng Xu Jianbing Shen 3DPC 67 17 0 15 Mar 2023
BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection Lei Yang Kaicheng Yu Tao Tang Jun Li Kun Yuan Li-e Wang Xinyu Zhang Peng Chen 131 70 0 15 Mar 2023
A Simple Baseline for Supervised Surround-view Depth Estimation Xianda Guo Wenjie Yuan Yunpeng Zhang Tian Yang Chenming Zhang Zhengbiao Zhu Long Chen MDE 76 3 0 14 Mar 2023
Do More With What You Have: Transferring Depth-Scale from Labeled to Unlabeled Domains Alexandra Dana Nadav Carmel Amit Shomer O. Manela Tomer Peleg 55 2 0 14 Mar 2023
Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals Zhenyu Lu Burcu Ozek S. Kamarthi ViT MedIm 51 15 0 13 Mar 2023
Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth Estimation Junjie Hu Chenyou Fan Liguang Zhou Qing Gao Honghai Liu Tin Lun Lam 75 4 0 09 Mar 2023
DiffusionDepth: Diffusion Denoising Approach for Monocular Depth Estimation Yiqun Duan Xianda Guo Zhengbiao Zhu DiffM MDE 114 72 0 09 Mar 2023
MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision Antoine Guédon Tom Monnier P. Monasse Vincent Lepetit SSL 3DPC 114 7 0 06 Mar 2023
DwinFormer: Dual Window Transformers for End-to-End Monocular Depth Estimation Md Awsafur Rahman S. Fattah ViT MDE 72 4 0 06 Mar 2023
Learning Label Encodings for Deep Regression Deval Shah Tor M. Aamodt 52 2 0 04 Mar 2023
Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View Shuo Wang Xinhai Zhao Haiting Xu Zehui Chen Dameng Yu Jiahao Chang Zhen Yang Feng Zhao 103 20 0 03 Mar 2023
Monocular Depth Estimation using Diffusion Models Saurabh Saxena Abhishek Kar Mohammad Norouzi David J. Fleet DiffM VLM MDE 104 86 0 28 Feb 2023
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth S. Bhat R. Birkl Diana Wofk Peter Wonka Matthias Müller VLM MDE 179 515 0 23 Feb 2023
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 95 12 0 21 Feb 2023
GlocalFuse-Depth: Fusing Transformers and CNNs for All-day Self-supervised Monocular Depth Estimation Zezheng Zhang Ryan K. Y. Chan Kenneth K. Y. Wong MDE ViT 48 1 0 20 Feb 2023
Long Range Object-Level Monocular Depth Estimation for UAVs David Silva Nicolas Jourdan Nils Gählert 44 1 0 17 Feb 2023
URCDC-Depth: Uncertainty Rectified Cross-Distillation with CutFlip for Monocular Depth Estimation Shuwei Shao Z. Pei Weihai Chen Ran Li Zhong Liu Zhengguo Li ViT UQCV 104 35 0 16 Feb 2023
VA-DepthNet: A Variational Approach to Single Image Depth Prediction Ce Liu Suryansh Kumar Shuhang Gu Radu Timofte Luc Van Gool MDE 93 57 0 13 Feb 2023
Virtually increasing the measurement frequency of LIDAR sensor utilizing a single RGB camera Zoltán Rózsa T. Szirányi 76 1 0 10 Feb 2023
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking Ziqi Pang Jie Li P. Tokmakov Di Chen Sergey Zagoruyko Yu-Xiong Wang 3DPC 108 48 0 07 Feb 2023
STEPS: Joint Self-supervised Nighttime Image Enhancement and Depth Estimation Yupeng Zheng Chengliang Zhong Pengfei Li Huan-ang Gao Yuhang Zheng ... Ling Wang Hao Zhao Guyue Zhou Qichao Zhang Dong Zhao 85 38 0 02 Feb 2023
Ordinal Regression for Difficulty Estimation of StepMania Levels Billy Joe Franks Benjamin Dinkelmann Sophie Fellenz Marius Kloft 151 1 0 23 Jan 2023
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment Armstrong Aboah Abdul Rashid Mussah Y. Adu-Gyamfi 71 4 0 23 Jan 2023
Improving Deep Regression with Ordinal Entropy Shihao Zhang Linlin Yang Michael Bi Mi Xiaoxu Zheng Angela Yao UQCV 103 46 0 21 Jan 2023
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation Junyu Zhu Lina Liu Yong Liu Wanlong Li Feng Wen Hongbo Zhang MDE 38 2 0 20 Jan 2023
Regularising disparity estimation via multi task learning with structured light reconstruction Alistair Weld João Cartucho Chi Xu Joseph Davids Stamatia Giannarou 3DV 59 4 0 19 Jan 2023
Behind the Scenes: Density Fields for Single View Reconstruction Felix Wimbauer Nan Yang Christian Rupprecht Daniel Cremers MDE 139 51 0 18 Jan 2023
SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded Network D. Shim H. J. Kim ViT MDE 110 24 0 17 Jan 2023
CORE: Learning Consistent Ordinal REpresentations for Image Ordinal Estimation Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan 77 3 0 15 Jan 2023
OA-BEV: Bringing Object Awareness to Bird's-Eye-View Representation for Multi-Camera 3D Object Detection Xiaomeng Chu Jiajun Deng Yuan Zhao Jianmin Ji Yu Zhang Houqiang Li Yanyong Zhang 30 8 0 13 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 98 33 0 11 Jan 2023
Deep Planar Parallax for Monocular Depth Estimation H. Liang Zhichao Li Y. Yang Naiyan Wang MDE 92 0 0 09 Jan 2023
A Study on the Generality of Neural Network Structures for Monocular Depth Estimation Ji-Hoon Bae K. Hwang Sunghoon Im MDE 124 8 0 09 Jan 2023
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token Jia Ning Chen Li Zheng Zhang Zigang Geng Qi Dai Kun He Han Hu 128 46 0 05 Jan 2023
TiG-BEV: Multi-view BEV 3D Object Detection via Target Inner-Geometry Learning Pei-Kai Huang L. Liu Renrui Zhang Song Zhang Xin Xu Bai-Qi Wang G. Liu 3DPC MDE 115 42 0 28 Dec 2022
SHLE: Devices Tracking and Depth Filtering for Stereo-based Height Limit Estimation Zhaoxin Fan Kaixing Yang Hao Fei Zhenbo Song Hongyan Liu Jun He 63 0 0 22 Dec 2022
Vision-Based Environmental Perception for Autonomous Driving Fei Liu Zihao Lu Xianke Lin 84 19 0 22 Dec 2022
Lightweight Monocular Depth Estimation R. Ma Shi-yuan Chen Qin Zhang MDE 48 0 0 21 Dec 2022
MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation Jongbeom Baek Gyeongnyeon Kim Seonghoon Park Honggyu An Matteo Poggi Seung Wook Kim MDE 103 0 0 21 Dec 2022
Scene-aware Egocentric 3D Human Pose Estimation Jian Wang Lingjie Liu Weipeng Xu Kripasindhu Sarkar D. Luvizon Christian Theobalt 79 25 0 20 Dec 2022
DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models Gyeongnyeon Kim Wooseok Jang Gyuseong Lee Susung Hong Junyoung Seo Seung Wook Kim VLM DiffM 70 12 0 17 Dec 2022
NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior Wenjing Bian Zirui Wang Kejie Li Jiawang Bian V. Prisacariu 127 246 0 14 Dec 2022
CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose Fei Wang Jun Cheng Penglei Liu SSL 75 4 0 12 Dec 2022
Objects as Spatio-Temporal 2.5D points Paridhi Singh Gaurav Singh Arun C. S. Kumar 3DPC 47 0 0 06 Dec 2022
Label Encoding for Regression Networks Deval Shah Zihui Xue Tor M. Aamodt 53 12 0 04 Dec 2022
IDMS: Instance Depth for Multi-scale Monocular 3D Object Detection Chao Hu Liqiang Zhu Weibin Qiu Weijie Wu 45 0 0 03 Dec 2022