Deep Convolutional Neural Fields for Depth Estimation from a Single Image

24 November 2014

Fayao Liu

Chunhua Shen

Guosheng Lin

MDE

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

50 / 298 papers shown

Title
Exploring Temporal Information for Improved Video Understanding Yi Zhu 25 0 0 25 May 2019
Depth Estimation on Underwater Omni-directional Images Using a Deep Neural Network Haofei Kuang Qingwen Xu Sören Schwertfeger MDE 24 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 27 42 0 01 May 2019
Structured Prediction using cGANs with Fusion Discriminator Faisal Mahmood Wenhao Xu Nicholas J. Durr Jeremiah W. Johnson Alan Yuille 30 5 0 30 Apr 2019
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning Kshitij Dwivedi Gemma Roig 27 149 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 41 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 33 47 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 24 75 0 23 Apr 2019
Computational Attention System for Children, Adults and Elderly Onkar Krishna Kiyoharu Aizawa Go Irie 9 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 22 177 0 15 Apr 2019
Variational Inference for Computational Imaging Inverse Problems F. Tonolini A. Lyons P. Caramazza Daniele Faccio Roderick Murray-Smith 14 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 19 363 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 36 139 0 03 Apr 2019
Scene Understanding for Autonomous Manipulation with Deep Learning A. Nguyen 22 6 0 23 Mar 2019
Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction A. Wong Byung-Woo Hong Stefano Soatto MDE 43 91 0 18 Mar 2019
Evaluation Framework of Superpixel Methods with a Global Regularity Measure Rémi Giraud Vinh-Thong Ta Nicolas Papadakis 29 20 0 17 Mar 2019
FastDepth: Fast Monocular Depth Estimation on Embedded Systems Diana Wofk Fangchang Ma Tien-Ju Yang S. Karaman Vivienne Sze MDE 35 290 0 08 Mar 2019
Automatic Labeled LiDAR Data Generation based on Precise Human Model Wonjik Kim Masayuki Tanaka Masatoshi Okutomi Y. Sasaki 3DH 13 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 30 58 0 04 Feb 2019
Attention-based Context Aggregation Network for Monocular Depth Estimation Yuru Chen Haitao Zhao Zhengwei Hu 20 90 0 29 Jan 2019
Monocular Depth Estimation: A Survey Amlaan Bhoi MDE 29 120 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 16 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 10 125 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 30 25 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 21 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 29 27 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 25 4 0 06 Dec 2018
InverseRenderNet: Learning single image inverse rendering Ye Yu W. Smith SSL 22 151 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 14 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 19 183 0 26 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 46 390 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 38 34 0 18 Oct 2018
Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Chenxu Luo Zhenheng Yang Peng Wang Yuanda Wang Wenyuan Xu Ram Nevatia Alan Yuille 3DPC 20 287 0 14 Oct 2018
Does Haze Removal Help CNN-based Image Classification? Yanting Pei Yaping Huang Qi Zou Yuhang Lu Song Wang 24 70 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 24 21 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 16 11 0 09 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 55 311 0 04 Oct 2018
Sparse-to-Continuous: Enhancing Monocular Depth Estimation using Occupancy Maps N. D. S. Rosa Vitor Campagnolo Guizilini V. Grassi MDE 3DV 27 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 31 148 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 38 472 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 30 86 0 03 Sep 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 28 44 0 22 Aug 2018
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform Lingni Ma J. Stückler Tao Wu Daniel Cremers 21 8 0 06 Aug 2018
Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang MDE 38 319 0 01 Aug 2018
CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks Andrew Spek Thanuja Dharmasiri Tom Drummond 29 18 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 32 60 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 26 16 0 16 Jul 2018
SymmNet: A Symmetric Convolutional Neural Network for Occlusion Detection Ang Li Zejian Yuan 16 12 0 03 Jul 2018
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC 22 109 0 27 Jun 2018
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility Benjamin Hepp Debadeepta Dey Sudipta N. Sinha Ashish Kapoor Neel Joshi Otmar Hilliges 17 54 0 27 Jun 2018