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
Rethinking Pseudo-LiDAR Representation Xinzhu Ma Shinan Liu Zhiyi Xia Hongwen Zhang Xingyu Zeng Wanli Ouyang 3DPC 81 197 0 11 Aug 2020
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving V. Kumar Marvin Klingner S. Yogamani Stefan Milz Tim Fingscheidt Patrick Mäder MDE 128 81 0 10 Aug 2020
Forget About the LiDAR: Self-Supervised Depth Estimators with MED Probability Volumes Juan Luis Gonzalez Munchurl Kim 195 87 0 09 Aug 2020
Convolutional Ordinal Regression Forest for Image Ordinal Estimation Haiping Zhu Hongming Shan Yuheng Zhang L. Che Xiaoyang Xu Junping Zhang Jianbo Shi Fei-Yue Wang 47 4 0 07 Aug 2020
Deep Depth Estimation from Visual-Inertial SLAM K. Sartipi Tien Do Tong Ke Khiem Vuong S. Roumeliotis 3DPC MDE 85 32 0 31 Jul 2020
$S^3$ Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Bin Cheng Inderjot Singh Saggu Raunak Shah G. Bansal Dinesh Bharadia MDE 114 25 0 28 Jul 2020
Monocular Real-Time Volumetric Performance Capture Ruilong Li Yuliang Xiu Shunsuke Saito Zeng Huang Kyle Olszewski Hao Li 3DH 159 93 0 28 Jul 2020
Accurate, Low-Latency Visual Perception for Autonomous Racing:Challenges, Mechanisms, and Practical Solutions Kieran L. Strobel Sibo Zhu Raphael Chang Skanda Koppula 127 25 0 28 Jul 2020
Weakly Supervised 3D Object Detection from Point Clouds Zengyi Qin Jinglu Wang Yan Lu 3DPC 140 62 0 28 Jul 2020
GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision Lei Ke Shichao Li Yanan Sun Yu-Wing Tai Chi-Keung Tang 3DPC 59 48 0 26 Jul 2020
Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference & Application Xuchong Qiu Yang Xiao Chaohui Wang Renaud Marlet 3DV 63 12 0 23 Jul 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 77 31 0 22 Jul 2020
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion Chang Shu Kun Yu Zhixiang Duan Kuiyuan Yang SSL MDE 97 234 0 21 Jul 2020
Object-Aware Centroid Voting for Monocular 3D Object Detection Wentao Bao Qi Yu Yu Kong 3DPC 47 15 0 20 Jul 2020
Kinematic 3D Object Detection in Monocular Video Garrick Brazil Gerard Pons-Moll Xiaoming Liu Bernt Schiele 3DPC 93 175 0 19 Jul 2020
Surface Normal Estimation of Tilted Images via Spatial Rectifier Tien Do Khiem Vuong S. Roumeliotis H. Park 81 44 0 17 Jul 2020
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization Jiahao Lin Gim Hee Lee 3DH 90 31 0 17 Jul 2020
$P$^{2}$Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation$ P $^{2}$ Net: Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation Zehao Yu Lei Jin Shenghua Gao 3DPC 3DV MDE 69 69 0 15 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 148 325 0 14 Jul 2020
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection Zhou Huang Huaixin Chen Tao Zhou Yun-Zhi Yang Chang-Yin Wang 72 33 0 10 Jul 2020
Deformable spatial propagation network for depth completion Z. Xu Hongche Yin Jian Yao 3DV MDE 55 68 0 08 Jul 2020
Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias Yunhan Zhao Shu Kong Charless C. Fowlkes MDE 36 3 0 08 Jul 2020
MoNet3D: Towards Accurate Monocular 3D Object Localization in Real Time Xichuan Zhou Yicong Peng Chunqiao Long Fengbo Ren Cong Shi 3DPC 57 13 0 29 Jun 2020
Deep Ordinal Regression with Label Diversity Axel Berg Magnus Oskarsson Mark O'Connor 97 52 0 29 Jun 2020
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation Jun Liu Qing Li Rui Cao Wenming Tang Guoping Qiu MDE 66 35 0 27 Jun 2020
An Advert Creation System for 3D Product Placements Ivan Bacher Hossein Javidnia Soumyabrata Dev Rahul Agrahari M. Hossari ... Clare Conran Jian Tang P. Song D. Corrigan François Pitié VGen DiffM 63 7 0 26 Jun 2020
Increased-Range Unsupervised Monocular Depth Estimation S. Imran Muhammad Umar Karim Khan Sikander Bin Mukarram C. Kyung MDE 16 2 0 23 Jun 2020
Regression Prior Networks A. Malinin Sergey Chervontsev Ivan Provilkov Mark Gales BDL UQCV 82 38 0 20 Jun 2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction Yichao Zhou Shichen Liu Yi-An Ma 3DV 39 7 0 17 Jun 2020
Self-Supervised Joint Learning Framework of Depth Estimation via Implicit Cues Jianrong Wang Ge Zhang Zhenyu Wu Xuewei Li Li Liu MDE 96 34 0 17 Jun 2020
AcED: Accurate and Edge-consistent Monocular Depth Estimation Kunal Swami Prasanna Vishnu Bondada Pankaj Bajpai MDE 69 8 0 16 Jun 2020
Targeted Adversarial Perturbations for Monocular Depth Prediction A. Wong Safa Cicek Stefano Soatto AAML MDE 62 45 0 12 Jun 2020
Geometry-Aware Segmentation of Remote Sensing Images via Implicit Height Estimation Xiang Li Lingjing Wang Yi Fang 54 6 0 10 Jun 2020
End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera Zhenbo Song Jianfeng Lu Tong Zhang Hongdong Li 54 15 0 07 Jun 2020
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang X. Xiao 79 14 0 05 Jun 2020
Height estimation from single aerial images using a deep ordinal regression network Xiang Li Mingyang Wang Yi Fang 33 38 0 04 Jun 2020
Auto-Rectify Network for Unsupervised Indoor Depth Estimation Jiawang Bian Huangying Zhan Naiyan Wang Tat-Jun Chin Chunhua Shen Ian Reid SSL MDE 101 61 0 04 Jun 2020
Reducing the X-ray radiation exposure frequency in cardio-angiography via deep-learning based video interpolation Xiao-Lei Yin Dongxue Liang Lu Wang Jing Qiu Zhi-Yun Yang Jun-Hui Xing Jian-Zeng Dong Zhao-Yuan Ma MedIm 34 2 0 01 Jun 2020
Is Depth Really Necessary for Salient Object Detection? Jiawei Zhao Yifan Zhao Jia Li Xiaowu Chen 91 73 0 30 May 2020
Center3D: Center-based Monocular 3D Object Detection with Joint Depth Understanding Yunlei Tang S. Dorn Chiragkumar Savani 3DPC MDE 80 48 0 27 May 2020
Focus on defocus: bridging the synthetic to real domain gap for depth estimation Maxim Maximov Kevin Galim Laura Leal-Taixé MDE 114 64 0 19 May 2020
Decoder Modulation for Indoor Depth Completion Dmitry Senushkin Mikhail Romanov Ilia Belikov Anton Konushin Nikolay Patakin MDE 3DV 52 0 0 18 May 2020
Exploring the Capabilities and Limits of 3D Monocular Object Detection -- A Study on Simulation and Real World Data Felix Nobis Fabian Brunhuber Simon Janssen Johannes Betz Markus Lienkamp 3DPC 61 4 0 15 May 2020
On the uncertainty of self-supervised monocular depth estimation Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia UQCV MDE 106 266 0 13 May 2020
VisualEchoes: Spatial Image Representation Learning through Echolocation Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 233 84 0 04 May 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 85 337 0 30 Apr 2020
DAN: A Deformation-Aware Network for Consecutive Biomedical Image Interpolation Zejin Wang Guoqing Li Xi Chen Hua Han MedIm 3DH 18 1 0 23 Apr 2020
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation Marvin Klingner Andreas Bär Tim Fingscheidt AAML 95 40 0 23 Apr 2020
Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction Lokender Tiwari Pan Ji Quoc-Huy Tran Bingbing Zhuang Saket Anand Manmohan Chandraker MDE 97 64 0 22 Apr 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey Matteo Poggi Fabio Tosi Konstantinos Batsos Philippos Mordohai S. Mattoccia 3DV MDE 110 15 0 18 Apr 2020