Papers citing 'Deep Convolutional Neural Fields for Depth Estimation from a Single Image'

Title
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationInternational Conference on Intelligent Transportation Systems (ITSC), 2019 Lukas Liebel Marco Körner 3DH 218 29 0 25 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset TransferIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 620 2,211 0 02 Jul 2019
Neural Illumination: Lighting Prediction for Indoor EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2019 Shuran Song Thomas Funkhouser 3DV 198 124 0 18 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 168 0 0 25 May 2019
Depth Estimation on Underwater Omni-directional Images Using a Deep Neural NetworkIEEE International Conference on Robotics and Automation (ICRA), 2019 Haofei Kuang Qingwen Xu Sören Schwertfeger MDE 107 5 0 23 May 2019
Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation M. Goldman Tal Hassner S. Avidan SSL MDE 153 44 0 01 May 2019
Structured Prediction using cGANs with Fusion Discriminator Faisal Mahmood Wenhao Xu Nicholas J. Durr Jeremiah W. Johnson Alan Yuille 169 5 0 30 Apr 2019
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning Kshitij Dwivedi Gemma Roig 170 164 0 26 Apr 2019
DeepPerimeter: Indoor Boundary Estimation from Posed Monocular Sequences Ameya Phalak Zhao Chen Darvin Yi Khushi Gupta Vijay Badrinarayanan Andrew Rabinovich MDE 167 8 0 25 Apr 2019
A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation Jaehoon Cho Dongbo Min Youngjung Kim Kwanghoon Sohn MDE 3DV 241 57 0 23 Apr 2019
Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More Jingwen Ye Yixin Ji Xinchao Wang Kairi Ou Dapeng Tao Xiuming Zhang MoMe 242 84 0 23 Apr 2019
Computational Attention System for Children, Adults and Elderly Onkar Krishna Kiyoharu Aizawa Go Irie 52 1 0 18 Apr 2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth Rui Wang Stephen M. Pizer Jan-Michael Frahm MDE 198 180 0 15 Apr 2019
Variational Inference for Computational Imaging Inverse Problems F. Tonolini A. Lyons P. Caramazza Daniele Faccio Roderick Murray-Smith 120 0 0 12 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 254 387 0 10 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 242 149 0 03 Apr 2019
Scene Understanding for Autonomous Manipulation with Deep Learning A. Nguyen 123 6 0 23 Mar 2019
Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth PredictionComputer Vision and Pattern Recognition (CVPR), 2019 A. Wong Byung-Woo Hong Stefano Soatto MDE 331 95 0 18 Mar 2019
Evaluation Framework of Superpixel Methods with a Global Regularity Measure Rémi Giraud Vinh-Thong Ta Nicolas Papadakis 173 23 0 17 Mar 2019
FastDepth: Fast Monocular Depth Estimation on Embedded Systems Diana Wofk Fangchang Ma Tien-Ju Yang S. Karaman Vivienne Sze MDE 208 339 0 08 Mar 2019
Automatic Labeled LiDAR Data Generation based on Precise Human Model Wonjik Kim Masayuki Tanaka Masatoshi Okutomi Y. Sasaki 3DH 83 6 0 14 Feb 2019
Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation Sharath M. Shankaranarayana Keerthi Ram Kaushik Mitra M. Sivaprakasam MedIm 112 63 0 04 Feb 2019
Attention-based Context Aggregation Network for Monocular Depth Estimation Yuru Chen Haitao Zhao Zhengwei Hu 130 99 0 29 Jan 2019
Monocular Depth Estimation: A Survey Amlaan Bhoi MDE 159 134 0 27 Jan 2019
Quantifying Legibility of Indoor Spaces Using Deep Convolutional Neural Networks: Case Studies in Train Stations Zhoutong Wang Q. Liang Fábio Duarte Fan Zhang Louis Charron L. Johnsen B. Cai C. Ratti 3DV HAI 93 19 0 22 Jan 2019
Deep Level Sets: Implicit Surface Representations for 3D Shape Inference Mateusz Michalkiewicz J. K. Pontes Dominic Jack Mahsa Baktash Anders P. Eriksson 3DV 3DH 168 130 0 21 Jan 2019
Plug-and-Play: Improve Depth Estimation via Sparse Data Propagation Tsun-Hsuan Wang Fu-En Wang Juan-Ting Lin Yi-Hsuan Tsai Wei-Chen Chiu Min Sun MDE 239 28 0 20 Dec 2018
Visual Depth Mapping from Monocular Images using Recurrent Convolutional Neural Networks John Mern Kyle D. Julian Rachael E. Tompa Mykel J. Kochenderfer GAN 125 7 0 10 Dec 2018
Unsupervised Learning of Monocular Depth Estimation with Bundle Adjustment, Super-Resolution and Clip Loss Lipu Zhou Jiamin Ye Montiel Abello Shengze Wang Michael Kaess MDE 164 29 0 08 Dec 2018
Learning to Infer the Depth Map of a Hand from its Color Image V. C. Nicodemou Iason Oikonomidis Georgios Tzimiropoulos Antonis Argyros 3DH 130 5 0 06 Dec 2018
InverseRenderNet: Learning single image inverse rendering Ye Yu W. Smith SSL 205 172 0 29 Nov 2018
UnDEMoN 2.0: Improved Depth and Ego Motion Estimation through Deep Image Sampling V. Babu S. Kumar A. Majumder K. Das MDE 89 4 0 27 Nov 2018
3D-LaneNet: End-to-End 3D Multiple Lane Detection Noa Garnett Rafi Cohen Tomer Peér Roee Lahav Dan Levi 3DPC 212 221 0 26 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 500 455 0 10 Nov 2018
DeepLens: Shallow Depth Of Field From A Single Image Lijun Wang Xiaohui Shen Jianming Zhang Oliver Wang Zhe Lin Chih-Yao Hsieh Sarah Kong Huchuan Lu MDE 196 38 0 18 Oct 2018
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Chenxu Luo Zhenheng Yang Peng Wang Yanjie Wang Wenyuan Xu Ram Nevatia Alan Yuille 3DPC 147 305 0 14 Oct 2018
Does Haze Removal Help CNN-based Image Classification? Yanting Pei Yaping Huang Qi Zou Yuhang Lu Song Wang 161 78 0 12 Oct 2018
Effects of Image Degradations to CNN-based Image Classification Yanting Pei Yaping Huang Qi Zou Hao Zang Xingyuan Zhang Song Wang 117 22 0 12 Oct 2018
Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition Benjamin Planche Sergey Zakharov Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic GAN OOD 98 11 0 09 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 339 351 0 04 Oct 2018
Sparse-to-Continuous: Enhancing Monocular Depth Estimation using Occupancy MapsInternational Conference on Advanced Robotics (ICAR), 2018 N. D. S. Rosa Vitor Campagnolo Guizilini V. Grassi MDE 3DV 240 19 0 24 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 256 155 0 13 Sep 2018
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 186 494 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 168 95 0 03 Sep 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 247 45 0 22 Aug 2018
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform Lingni Ma J. Stückler Tao Wu Zorah Lähner 109 9 0 06 Aug 2018
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 340 354 0 01 Aug 2018
CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks Andrew Spek Thanuja Dharmasiri Tom Drummond 135 19 0 24 Jul 2018
Peeking Behind Objects: Layered Depth Prediction from a Single Image Helisa Dhamo Keisuke Tateno Iro Laina Nassir Navab Federico Tombari GAN 3DV 176 63 0 23 Jul 2018
ENG: End-to-end Neural Geometry for Robust Depth and Pose Estimation using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV MDE 141 17 0 16 Jul 2018