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

Title
SymmNet: A Symmetric Convolutional Neural Network for Occlusion DetectionBritish Machine Vision Conference (BMVC), 2018 Ang Li Zejian Yuan 108 13 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 152 113 0 27 Jun 2018
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View UtilityEuropean Conference on Computer Vision (ECCV), 2018 Benjamin Hepp Debadeepta Dey Sudipta N. Sinha Ashish Kapoor Neel Joshi Otmar Hilliges 208 57 0 27 Jun 2018
A Multi-Task Learning Approach for Meal Assessment Ya Lu D. Allegra M. Anthimopoulos F. Stanco G. Farinella Stavroula Mougiakakou 101 38 0 27 Jun 2018
Learning Single-Image Depth from Videos using Quality Assessment Networks Weifeng Chen Shengyi Qian Gaowen Liu 217 69 0 25 Jun 2018
Deep multi-scale architectures for monocular depth estimation Michel Moukari Sylvaine Picard Loïc Simon F. Jurie MDE 134 21 0 08 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 229 57 0 02 Jun 2018
Deep-Energy: Unsupervised Training of Deep Neural Networks Alona Golts Daniel Freedman Michael Elad PINN 160 5 0 31 May 2018
DeepToF: Off-the-Shelf Real-Time Correction of Multipath Interference in Time-of-Flight Imaging Julio Marco Quercus Hernandez A. Muñoz Yue Dong A. Jarabo Min H. Kim Xin Tong Diego F. F. Gutierrez 96 75 0 23 May 2018
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics Luciano Melodia 268 3 0 23 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 75 9 0 17 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 209 292 0 16 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang Andrii Zadaianchuk MoE 178 523 0 11 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 213 40 0 03 May 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 234 173 0 03 May 2018
CodeSLAM - Learning a Compact, Optimisable Representation for Dense Visual SLAM Michael Bloesch J. Czarnowski R. Clark Stefan Leutenegger Andrew J. Davison MDE 3DH 197 405 0 03 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 555 1,176 0 02 Apr 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu Andrii Zadaianchuk Elisa Ricci MDE 119 317 0 29 Mar 2018
HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model Vladislav Golyanik Soshi Shimada Kiran Varanasi D. Stricker 3DH 132 40 0 27 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 100 181 0 27 Mar 2018
Unsupervised Depth Estimation, 3D Face Rotation and Replacement Joel Ruben Antony Moniz Christopher Beckham S. Rajotte S. Honari C. Pal CVBM 3DH 247 42 0 25 Mar 2018
Deep Convolutional Compressed Sensing for LiDAR Depth Completion Nathaniel Chodosh Chaoyang Wang Simon Lucey 3DPC 3DV 157 133 0 23 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 242 413 0 23 Mar 2018
Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR SupervisionInternational Conference on Intelligent Transportation Systems (ITSC), 2018 V. Kumar Stefan Milz Martin Simon Christian Witt Karl Amende Johannes Petzold S. Yogamani Timo Pech MDE 166 50 0 16 Mar 2018
LEGO: Learning Edge with Geometry all at Once by Watching Videos Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC SSL 156 195 0 15 Mar 2018
Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction Huangying Zhan Ravi Garg C. Weerasekera Kejie Li Harsh Agarwal Ian Reid MDE 366 662 0 11 Mar 2018
Single View Stereo Matching Yue Luo Jimmy S. J. Ren Mude Lin Jiahao Pang Wenxiu Sun Jiaming Song Liang Lin MDE 3DV 165 197 0 07 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 159 189 0 05 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang Andrii Zadaianchuk MDE 179 105 0 01 Mar 2018
Global Pose Estimation with an Attention-based Recurrent Network Emilio Parisotto Devendra Singh Chaplot Jian Zhang Ruslan Salakhutdinov 118 70 0 19 Feb 2018
Peekaboo - Where are the Objects? Structure Adjusting Superpixels G. Maierhofer Daniel Heydecker Angelica I. Aviles-Rivero Samar M. Alsaleh Carola-Bibiane Schönlieb 116 7 0 08 Feb 2018
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text M. Busta Yash J. Patel Jirí Matas 117 100 0 30 Jan 2018
Meshed Up: Learnt Error Correction in 3D Reconstructions Michael Tanner Stefan Saftescu Alex Bewley Paul Newman 3DV 63 6 0 27 Jan 2018
Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors Julian Steil P. Müller Yusuke Sugano Andreas Bulling 150 48 0 18 Jan 2018
Size-to-depth: A New Perspective for Single Image Depth Estimation Yiran Wu Sihao Ying Lianmin Zheng 88 19 0 13 Jan 2018
CANDY: Conditional Adversarial Networks based Fully End-to-End System for Single Image Haze Removal Kunal Swami Saikat Kumar Das DiffM 71 37 0 09 Jan 2018
Unsupervised Learning of Geometry with Edge-aware Depth-Normal Consistency Zhenheng Yang Peng Wang Wenyuan Xu Bo Pan Ram Nevatia 3DV MDE 138 164 0 10 Nov 2017
Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image Fangchang Ma S. Karaman MDE 3DV 223 622 0 21 Sep 2017
Estimated Depth Map Helps Image Classification Yihui He 68 7 0 20 Sep 2017
Exact Blur Measure Outperforms Conventional Learned Features for Depth Finding A. Saadat 41 0 0 31 Aug 2017
A Compromise Principle in Deep Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MDE 178 14 0 28 Aug 2017
Temporal Upsampling of Depth Maps Using a Hybrid CameraIEEE Transactions on Visualization and Computer Graphics (TVCG), 2017 Mingzhe Yuan Lin Gao Hongbo Fu Shi-hong Xia 3DH MDE 115 18 0 12 Aug 2017
Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks Ruoxi Deng Tianqi Zhao Chunhua Shen S. Liu 3DV 3DPC 185 4 0 25 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 185 1 0 20 Jul 2017
Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses Chandrasekhar Bhagavatula Chenchen Zhu Khoa Luu Marios Savvides CVBM 152 122 0 18 Jul 2017
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation Guotai Wang Maria A. Zuluaga Wenqi Li R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 168 442 0 03 Jul 2017
Image Companding and Inverse Halftoning using Deep Convolutional Neural Networks Xianxu Hou Guoping Qiu 116 35 0 01 Jul 2017
Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV 108 28 0 23 Jun 2017
Data Driven Coded Aperture Design for Depth Recovery Prasan A. Shedligeri S. Mohan Kaushik Mitra 146 14 0 29 May 2017
Recurrent Scene Parsing with Perspective Understanding in the Loop Shu Kong Charless C. Fowlkes SSeg MDE 169 114 0 20 May 2017