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Deep Convolutional Neural Fields for Depth Estimation from a Single Image

Computer Vision and Pattern Recognition (CVPR), 2014

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 / 301 papers shown

Title
Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise PredictionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Dan Xu Xavier Alameda-Pineda Wanli Ouyang Elisa Ricci Xiaogang Wang Andrii Zadaianchuk 175 27 0 08 Jan 2021
Underwater image filtering: methods, datasets and evaluation C. Li Riccardo Mazzon Andrea Cavallaro 189 10 0 22 Dec 2020
Human Action Recognition from Various Data Modalities: A ReviewIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 504 673 0 22 Dec 2020
Self-supervised monocular depth estimation from oblique UAV videosIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2020 L. Madhuanand F. Nex M. Yang MDE 154 48 0 19 Dec 2020
Geometric Surface Image Prediction for Image Recognition EnhancementInternational Conference on Smart Computing and Communication (ICSCC), 2020 Tanasai Sucontphunt GAN 3DH 115 0 0 15 Dec 2020
Multi-view Depth Estimation using Epipolar Spatio-Temporal NetworksComputer Vision and Pattern Recognition (CVPR), 2020 Xiaoxiao Long Lingjie Liu Wei Li Christian Theobalt Wenping Wang MDE 291 77 0 26 Nov 2020
RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth UncertaintyInternational Conference on 3D Vision (3DV), 2020 Benjamin Graham David Novotny 3DV 111 4 0 20 Nov 2020
Learning to Predict the 3D Layout of a Scene J. Lin Jakob Brünker Daniel Fährmann 3DV 3DPC 65 0 0 19 Nov 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 193 11 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 268 48 0 13 Oct 2020
Deep intrinsic decomposition trained on surreal scenes yet with realistic light effectsJournal of The Optical Society of America A-optics Image Science and Vision (JOSA A), 2019 H. Sial Ramón Baldrich M. Vanrell 120 7 0 14 Sep 2020
Monocular Depth Estimation Using Multi Scale Neural Network And Feature Fusion Abhinav Sagar MDE 119 18 0 11 Sep 2020
Privacy Intelligence: A Survey on Image Privacy in Online Social NetworksACM Computing Surveys (ACM CSUR), 2020 Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 353 43 0 27 Aug 2020
Depth Completion with RGB Prior Yuri Feldman Yoel Shapiro Dotan Di Castro 3DV MDE 90 3 0 18 Aug 2020
RGB-D Salient Object Detection: A SurveyComputational Visual Media (CVM), 2020 Tao Zhou Deng-Ping Fan Ming-Ming Cheng Jianbing Shen Ling Shao 395 272 0 01 Aug 2020
Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference & ApplicationEuropean Conference on Computer Vision (ECCV), 2020 Xuchong Qiu Yang Xiao Chaohui Wang Renaud Marlet 3DV 147 14 0 23 Jul 2020
Non-Local Spatial Propagation Network for Depth Completion Jinsun Park Kyungdon Joo Zhe Hu Chi Liu In So Kweon 3DV MDE 229 373 0 20 Jul 2020
Monocular Retinal Depth Estimation and Joint Optic Disc and Cup Segmentation using Adversarial Networks Sharath M. Shankaranarayana Keerthi Ram Kaushik Mitra M. Sivaprakasam GAN MDE MedIm 71 0 0 15 Jul 2020
ODE-CNN: Omnidirectional Depth Extension Networks Xinjing Cheng Peng Wang Yanqi Zhou Chenye Guan Ruigang Yang MDE 173 28 0 03 Jul 2020
AcED: Accurate and Edge-consistent Monocular Depth Estimation Kunal Swami Prasanna Vishnu Bondada Pankaj Bajpai MDE 140 8 0 16 Jun 2020
Targeted Adversarial Perturbations for Monocular Depth PredictionNeural Information Processing Systems (NeurIPS), 2020 A. Wong Safa Cicek Stefano Soatto AAML MDE 159 49 0 12 Jun 2020
What makes instance discrimination good for transfer learning?International Conference on Learning Representations (ICLR), 2020 Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 179 179 0 11 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 439 91 0 10 Jun 2020
SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view StereopsisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Mengqi Ji Jinzhi Zhang Qionghai Dai Lu Fang 3DV 133 34 0 26 May 2020
VisualEchoes: Spatial Image Representation Learning through EcholocationEuropean Conference on Computer Vision (ECCV), 2020 Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 406 89 0 04 May 2020
RealMonoDepth: Self-Supervised Monocular Depth Estimation for General Scenes Mertalp Ocal A. Mustafa SSL MDE 142 9 0 14 Apr 2020
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D MethodIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 J. Matias Di Martino Fernando Suzacq M. Delbracio Qiang Qiu Guillermo Sapiro CVBM 123 2 0 03 Apr 2020
Occlusion-Aware Depth Estimation with Adaptive Normal ConstraintsEuropean Conference on Computer Vision (ECCV), 2020 Xiaoxiao Long Lingjie Liu Christian Theobalt Wenping Wang 3DV 247 63 0 02 Apr 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation LearningComputer Vision and Pattern Recognition (CVPR), 2020 Jaime Spencer Richard Bowden Simon Hadfield MDE SSL 233 105 0 30 Mar 2020
Adversarial Attacks on Monocular Depth Estimation Ziqi Zhang Xinge Zhu Yingwei Li Xiangqun Chen Yao Guo AAML MDE 128 28 0 23 Mar 2020
Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement FieldsComputer Vision and Pattern Recognition (CVPR), 2020 Michael Ramamonjisoa Yuming Du Vincent Lepetit MDE 256 69 0 28 Feb 2020
A Method for Estimating Reflectance map and Material using Deep Learning with Synthetic Dataset Mingi Lim Sung-eui Yoon GAN 72 0 0 15 Jan 2020
DeepFactors: Real-Time Probabilistic Dense Monocular SLAMIEEE Robotics and Automation Letters (RA-L), 2020 J. Czarnowski Tristan Laidlow R. Clark Andrew J. Davison MDE 243 197 0 14 Jan 2020
Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images Fahimeh Fooladgar S. Kasaei 131 32 0 25 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 121 5 0 23 Dec 2019
Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy Kaiyu Yang Klint Qinami Li Fei-Fei Gaowen Liu Olga Russakovsky 225 339 0 16 Dec 2019
Predicting Unobserved Space For Planning via Depth Map AugmentationInternational Conference on Advanced Robotics (ICAR), 2019 M. Fehr Tim Taubner Yang Liu Roland Siegwart Cesar Cadena 149 9 0 13 Nov 2019
Dynamic Spectral Residual SuperpixelsPattern Recognition (Pattern Recognit.), 2019 Jianchao Zhang Angelica I. Aviles-Rivero Daniel Heydecker Xiosheng Zhuang Raymond H. F. Chan Carola-Bibiane Schönlieb 113 7 0 10 Oct 2019
Attacking Vision-based Perception in End-to-End Autonomous Driving ModelsJournal of systems architecture (JSA), 2019 Adith Boloor Karthik Garimella Xin He C. Gill Yevgeniy Vorobeychik Xuan Zhang AAML 130 119 0 02 Oct 2019
Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjustment Y. Shi Jing Zhu Yi Fang Kuo-Chin Lien Junli Gu SSL MDE 193 7 0 28 Sep 2019
Visual Odometry Revisited: What Should Be Learnt?IEEE International Conference on Robotics and Automation (ICRA), 2019 Huangying Zhan C. Weerasekera Jiawang Bian Ian Reid MDE 224 178 0 21 Sep 2019
Task-Aware Monocular Depth Estimation for 3D Object DetectionAAAI Conference on Artificial Intelligence (AAAI), 2019 Xinlong Wang Wei Yin Tao Kong Yuning Jiang Lei Li Chunhua Shen MDE 143 63 0 17 Sep 2019
Temporally Consistent Depth Prediction with Flow-Guided Memory Units Chanho Eom Hyunjong Park Bumsub Ham MDE 147 17 0 16 Sep 2019
End-to-End Learnable Geometric Vision by Backpropagating PnP OptimizationComputer Vision and Pattern Recognition (CVPR), 2019 Bo Chen Álvaro Parra Jiewei Cao Nan Li Tat-Jun Chin 3DH 302 105 0 13 Sep 2019
Structure-Attentioned Memory Network for Monocular Depth Estimation Jing Zhu Y. Shi Mengwei Ren Yi Fang Kuo-Chin Lien Junli Gu MDE 112 2 0 10 Sep 2019
Learning Object-specific Distance from a Monocular ImageIEEE International Conference on Computer Vision (ICCV), 2019 Jing Zhu Yi Fang Husam Abu-Haimed Kuo-Chin Lien Dongdong Fu Junli Gu 121 68 0 09 Sep 2019
Object-Driven Multi-Layer Scene Decomposition From a Single ImageIEEE International Conference on Computer Vision (ICCV), 2019 Helisa Dhamo Nassir Navab Federico Tombari 3DV 139 34 0 26 Aug 2019
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problemsJournal of Computational Physics (JCP), 2019 Meng Tang Yimin Liu L. Durlofsky AI4CE 158 300 0 16 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task DistillationIEEE International Conference on Computer Vision (ICCV), 2019 Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 214 62 0 11 Aug 2019
Exploiting temporal consistency for real-time video depth estimationIEEE International Conference on Computer Vision (ICCV), 2019 Haokui Zhang Chunhua Shen Ying Li Yuanzhouhan Cao Yu Liu Youliang Yan MDE 157 129 0 10 Aug 2019