Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions

23 May 2016

Ayan Chakrabarti

Jingyu Shao

Gregory Shakhnarovich

MDE

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Papers citing "Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions"

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Title
Adaptive Surface Normal Constraint for Geometric Estimation from Monocular Images Xiaoxiao Long Yuhang Zheng Yupeng Zheng Beiwen Tian Cheng Lin Lingjie Liu Hao Zhao Guyue Zhou Wenping Wang 47 11 0 08 Feb 2024
Deeper into Self-Supervised Monocular Indoor Depth Estimation Chao Fan Zhenyu Yin Yue Li Feiqing Zhang SSL MDE 21 4 0 03 Dec 2023
Vision-Based Environmental Perception for Autonomous Driving Fei Liu Zihao Lu Xianke Lin 19 15 0 22 Dec 2022
SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic Scenes Libo Sun Jiawang Bian Huangying Zhan Wei Yin Ian Reid Chunhua Shen MDE 21 55 0 07 Nov 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
MonoIndoor++:Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Runze Li Pan Ji Yi Tian Xu B. Bhanu MDE 18 22 0 18 Jul 2022
Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation Zhengyang Lu Ying Chen MDE 13 12 0 05 Apr 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Christos Sakaridis Alexander Liniger Luc Van Gool MDE 19 128 0 05 Apr 2022
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking Jin Gao Yan Lu Xiaojuan Qi Yutong Kou Bing Li Liang Li Shan Yu Weiming Hu 16 1 0 28 Dec 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 26 68 0 26 Jul 2021
MSFNet:Multi-scale features network for monocular depth estimation Meiqi Pei MDE 11 3 0 14 Jul 2021
EdgeConv with Attention Module for Monocular Depth Estimation Minhyeok Lee Sangwon Hwang Chaewon Park Sangyoun Lee MDE 3DPC 13 17 0 16 Jun 2021
Unsupervised Scale-consistent Depth Learning from Video Jiawang Bian Huangying Zhan Naiyan Wang Zhichao Li Le Zhang Chunhua Shen Ming-Ming Cheng Ian Reid MDE 24 172 0 25 May 2021
Open Challenges on Generating Referring Expressions for Human-Robot Interaction Fethiye Irmak Dogan Iolanda Leite 14 4 0 19 Apr 2021
Adaptive Surface Normal Constraint for Depth Estimation Xiaoxiao Long Cheng Lin Lingjie Liu Wei Li Christian Theobalt Ruigang Yang Wenping Wang 3DV 32 5 0 29 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 22 72 0 07 Mar 2021
GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation Xiaojuan Qi Zhengzhe Liu Renjie Liao Philip H. S. Torr R. Urtasun Jiaya Jia 3DV 26 58 0 13 Dec 2020
Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications Qing Li Jiasong Zhu Jun Liu Rui Cao Qingquan Li Sen Jia Guoping Qiu 3DH MDE 37 9 0 09 Nov 2020
On Deep Learning Techniques to Boost Monocular Depth Estimation for Autonomous Navigation R. Q. Mendes E. G. Ribeiro N. D. S. Rosa V. Grassi MDE 40 42 0 13 Oct 2020
AcED: Accurate and Edge-consistent Monocular Depth Estimation Kunal Swami Prasanna Vishnu Bondada Pankaj Bajpai MDE 15 8 0 16 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 29 57 0 04 Jun 2020
Neural Re-Simulation for Generating Bounces in Single Images Carlo Innamorati Bryan C. Russell D. Kaufman and Niloy J. Mitra VGen 14 11 0 17 Aug 2019
Exploiting temporal consistency for real-time video depth estimation Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 22 110 0 10 Aug 2019
Adversarial View-Consistent Learning for Monocular Depth Estimation Yixuan Liu Yuwang Wang Shengjin Wang MDE 12 1 0 04 Aug 2019
Enforcing geometric constraints of virtual normal for depth prediction Wei Yin Yifan Liu Chunhua Shen Youliang Yan 3DV MDE 23 422 0 29 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 12 673 0 24 Jul 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 11 22 0 14 Jun 2019
Generating and Exploiting Probabilistic Monocular Depth Estimates Zhihao Xia Patrick Sullivan Ayan Chakrabarti UQCV VLM MDE 22 34 0 13 Jun 2019
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Haoyu Ren Mostafa El-Khamy Jungwon Lee MDE 22 33 0 07 Jun 2019
Visualization of Convolutional Neural Networks for Monocular Depth Estimation Junjie Hu Yan Zhang Takayuki Okatani MDE 33 83 0 06 Apr 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth José M. Fácil Benjamin Ummenhofer Huizhong Zhou Luis Montesano Thomas Brox Javier Civera MDE 14 139 0 03 Apr 2019
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks? Marcela Carvalho Bertrand Le Saux Pauline Trouvé-Peloux Andrés Almansa F. Champagnat 3DV MDE 17 57 0 05 Sep 2018
Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks Zhixiang Hao Yu Li Shaodi You Feng Lu MDE 14 86 0 03 Sep 2018
OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas N. Zioulis Antonis Karakottas D. Zarpalas P. Daras MDE 17 210 0 25 Jul 2018
Peeking Behind Objects: Layered Depth Prediction from a Single Image Helisa Dhamo Keisuke Tateno Iro Laina Nassir Navab Federico Tombari GAN 3DV 29 60 0 23 Jul 2018
iMapper: Interaction-guided Joint Scene and Human Motion Mapping from Monocular Videos Áron Monszpart Paul Guerrero Duygu Ceylan Ersin Yumer Niloy J. Mitra 3DH 16 22 0 20 Jun 2018
Deep multi-scale architectures for monocular depth estimation Michel Moukari Sylvaine Picard Loïc Simon F. Jurie MDE 23 20 0 08 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 197 1,708 0 06 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 17 49 0 02 Jun 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 14 146 0 03 May 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 9 195 0 17 Apr 2018
Discovery and usage of joint attention in images Daniel Harari J. Tenenbaum S. Ullman 27 1 0 10 Apr 2018
Deep Depth Completion of a Single RGB-D Image Yinda Zhang Thomas Funkhouser 3DV MDE 15 392 0 25 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 29 370 0 23 Mar 2018
Shape from Shading through Shape Evolution Dawei Yang Jia Deng GAN 19 27 0 08 Dec 2017
A Compromise Principle in Deep Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MDE 11 14 0 28 Aug 2017
Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks Ruoxi Deng Tianqi Zhao Chunhua Shen S. Liu 3DV 3DPC 28 4 0 25 Jul 2017
DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels Paul Guerrero H. Winnemöller Wilmot Li Niloy J. Mitra MDE 19 7 0 22 May 2017
Critical Contours: An Invariant Linking Image Flow with Salient Surface Organization B. Kunsberg Steven W. Zucker 11 20 0 20 May 2017
Surface Normals in the Wild Weifeng Chen Donglai Xiang Jia Deng 3DH 9 36 0 10 Apr 2017