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
UAMD-Net: A Unified Adaptive Multimodal Neural Network for Dense Depth Completion Guancheng Chen Jun-Ming Lin Huabiao Qin 3DPC 45 8 0 16 Apr 2022
Multi-Frame Self-Supervised Depth with Transformers Vitor Campagnolo Guizilini Rares Andrei Ambrus Di Chen Sergey Zakharov Adrien Gaidon ViT MDE 89 86 0 15 Apr 2022
$End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation$ End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted Rotation Mazen Mel M. Siddiqui Pietro Zanuttigh MDE 67 7 0 14 Apr 2022
HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model Masum Shah Junayed Arezoo Sadeghzadeh Md Baharul Islam L. Wong Tarkan Aydin MDE 65 9 0 11 Apr 2022
SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation Yi Wei Linqing Zhao Wenzhao Zheng Zheng Hua Zhu Yongming Rao Guan Huang Jiwen Lu Jie Zhou MDE 126 68 0 07 Apr 2022
DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors Yilun Chen Shijia Huang Shu Liu Bei Yu Jiaya Jia 3DPC 125 26 0 06 Apr 2022
Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation Zhengyang Lu Ying Chen MDE 92 13 0 05 Apr 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Daniel Gehrig Alexander Liniger Luc Van Gool MDE 85 131 0 05 Apr 2022
Monitoring social distancing with single image depth estimation Alessio Mingozzi Andrea Conti Filippo Aleotti Matteo Poggi S. Mattoccia 116 2 0 04 Apr 2022
Distortion-Aware Self-Supervised 360° Depth Estimation from A Single Equirectangular Projection Image Yuya Hasegawa Ikehata Satoshi Kiyoharu Aizawa MDE 46 1 0 03 Apr 2022
BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation Zhenyu Li Xuyang Wang Xianming Liu Junjun Jiang MDE 116 197 0 03 Apr 2022
Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression Mohammadmahdi Nouriborji Omid Rohanian David Clifton 53 1 0 01 Apr 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Lanyun Zhu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 115 170 0 29 Mar 2022
Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth Ziyue Feng Liang Yang Longlong Jing Haiyan Wang Yingli Tian Bing Li MDE 113 65 0 29 Mar 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 75 104 0 28 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 76 192 1 27 Mar 2022
Moving Window Regression: A Novel Approach to Ordinal Regression Nyeong-Ho Shin Seon-Ho Lee ChangHwan Kim 70 65 0 24 Mar 2022
CroMo: Cross-Modal Learning for Monocular Depth Estimation Yannick Verdié Jifei Song Barnabé Mas Benjamin Busam Alevs Leonardis Jingyu Sun MDE 68 15 0 23 Mar 2022
MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer Kuan-Chih Huang Tsung-Han Wu Hung-Ting Su Winston H. Hsu ViT MDE 125 168 0 21 Mar 2022
Learning Occlusion-Aware Coarse-to-Fine Depth Map for Self-supervised Monocular Depth Estimation Zhengming Zhou Qiulei Dong MDE 62 16 0 21 Mar 2022
Distortion-Tolerant Monocular Depth Estimation On Omnidirectional Images Using Dual-cubemap Zhijie Shen Chunyu Lin Lang Nie K. Liao Yao Zhao MDE 80 16 0 18 Mar 2022
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection Liang Peng Senbo Yan Boxi Wu Zheng Yang Xiaofei He Deng Cai WSOD 81 20 0 16 Mar 2022
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction Evin Pınar Örnek Shristi Mudgal Johanna Wald Yida Wang Nassir Navab F. Tombari 3DV 65 20 0 15 Mar 2022
Depth-Aware Generative Adversarial Network for Talking Head Video Generation Fa-Ting Hong Longhao Zhang Li Shen Dan Xu 3DH CVBM 93 177 0 13 Mar 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Tianyi Zhou Donghwan Lee MDE SSL 65 5 0 10 Mar 2022
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 53 14 0 09 Mar 2022
Monocular Depth Distribution Alignment with Low Computation Fei Sheng Feng Xue Yicong Chang Wenteng Liang Anlong Ming MDE 87 9 0 09 Mar 2022
Lightweight Monocular Depth Estimation through Guided Decoding M. Rudolph Youssef Dawoud Ronja Güldenring Lazaros Nalpantidis Vasileios Belagiannis MDE 97 25 0 08 Mar 2022
Human-Aware Object Placement for Visual Environment Reconstruction Hongwei Yi C. Huang Dimitrios Tzionas Muhammed Kocabas Mohamed Hassan Siyu Tang Justus Thies Michael J. Black 3DH 122 63 0 07 Mar 2022
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving Yi-Nan Chen Hang Dai Yong Ding 3DPC 91 64 0 04 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 80 2 0 03 Mar 2022
NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation Weihao Yuan Xiaodong Gu Zuozhuo Dai Siyu Zhu Ping Tan 107 183 0 03 Mar 2022
How Much Depth Information can Radar Contribute to a Depth Estimation Model? Chen-Chou Lo P. Vandewalle MDE 32 2 0 26 Feb 2022
On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression Xuanlong Yu Gianni Franchi Emanuel Aldea UQCV 65 2 0 24 Feb 2022
Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion Hyeonsoo Jang Yeongmin Ko Younkwan Lee M. Jeon MDE 44 1 0 24 Feb 2022
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering A. Cherian Chiori Hori Tim K. Marks Jonathan Le Roux 103 38 0 18 Feb 2022
Joint Learning of Frequency and Spatial Domains for Dense Predictions Shaocheng Jia Wei-Ting Yao 35 0 0 18 Feb 2022
3D-Aware Indoor Scene Synthesis with Depth Priors Zifan Shi Yujun Shen Jiapeng Zhu Dit-Yan Yeung Qifeng Chen GAN MDE 120 36 0 17 Feb 2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani ViT MDE 75 50 0 07 Feb 2022
3D Object Detection from Images for Autonomous Driving: A Survey Xinzhu Ma Wanli Ouyang Andrea Simonelli Elisa Ricci 3DPC 179 104 0 07 Feb 2022
PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation Yu-yang Li Zhixin Yan Ye Duan Liu Ren MDE 63 13 0 02 Feb 2022
Unsupervised Single-shot Depth Estimation using Perceptual Reconstruction Christoph Angermann Matthias Schwab Markus Haltmeier Christian Laubichler Steinbjörn Jónsson 54 5 0 28 Jan 2022
MonoDistill: Learning Spatial Features for Monocular 3D Object Detection Zhiyu Chong Xinzhu Ma Hong Zhang Yuxin Yue Haojie Li Zhihui Wang Wanli Ouyang 3DPC 177 102 0 26 Jan 2022
Survey and Systematization of 3D Object Detection Models and Methods Moritz Drobnitzky J. Friederich Bernhard Egger Patrick Zschech 3DPC 139 11 0 23 Jan 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 87 3 0 21 Jan 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding Yunhan Zhao Connelly Barnes Yuqian Zhou Eli Shechtman Sohrab Amirghodsi Charless C. Fowlkes 59 8 0 20 Jan 2022
Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth Doyeon Kim Woonghyun Ka Pyunghwan Ahn Donggyu Joo S. Chun Junmo Kim MDE 79 127 0 19 Jan 2022
Disentangled Latent Transformer for Interpretable Monocular Height Estimation Zhitong Xiong Sining Chen Sining Chen Yilei Shi Xiaoxiang Zhu ViT 60 6 0 17 Jan 2022
ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation Chuanqing Zhuang Zhengda Lu Yiqun Wang Jun Xiao Ying Wang MDE 94 55 0 29 Dec 2021
The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object Detection Zhikang Zou Xiaoqing Ye Liang Du Xianhui Cheng Xiao Tan Li Zhang Jianfeng Feng Xiangyang Xue Errui Ding 3DPC 68 56 0 28 Dec 2021