Deep Convolutional Neural Fields for Depth Estimation from a Single Image

24 November 2014

Fayao Liu

Chunhua Shen

Guosheng Lin

MDE

ArXiv PDF HTML

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

50 / 298 papers shown

Title
Self-supervised monocular depth estimation from oblique UAV videos L. Madhuanand F. Nex M. Yang MDE 31 40 0 19 Dec 2020
Geometric Surface Image Prediction for Image Recognition Enhancement Tanasai Sucontphunt GAN 3DH 15 0 0 15 Dec 2020
Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks Xiaoxiao Long Lingjie Liu Wei Li Christian Theobalt Wenping Wang MDE 32 69 0 26 Nov 2020
RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth Uncertainty Benjamin Graham David Novotny 3DV 16 4 0 20 Nov 2020
Learning to Predict the 3D Layout of a Scene J. Lin Jakob Brünker Daniel Fährmann 3DV 3DPC 13 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 45 10 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 51 42 0 13 Oct 2020
Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects H. Sial Ramón Baldrich M. Vanrell 8 7 0 14 Sep 2020
Monocular Depth Estimation Using Multi Scale Neural Network And Feature Fusion Abhinav Sagar MDE 27 15 0 11 Sep 2020
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 18 30 0 27 Aug 2020
Depth Completion with RGB Prior Yuri Feldman Yoel Shapiro Dotan Di Castro 3DV MDE 28 2 0 18 Aug 2020
RGB-D Salient Object Detection: A Survey Tao Zhou Deng-Ping Fan Ming-Ming Cheng Jianbing Shen Ling Shao 40 248 0 01 Aug 2020
Pixel-Pair Occlusion Relationship Map(P2ORM): Formulation, Inference & Application Xuchong Qiu Yang Xiao Chaohui Wang Renaud Marlet 3DV 36 11 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 51 320 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 8 0 0 15 Jul 2020
ODE-CNN: Omnidirectional Depth Extension Networks Xinjing Cheng Peng Wang Yanqi Zhou Chenye Guan Ruigang Yang MDE 21 25 0 03 Jul 2020
AcED: Accurate and Edge-consistent Monocular Depth Estimation Kunal Swami Prasanna Vishnu Bondada Pankaj Bajpai MDE 25 8 0 16 Jun 2020
Targeted Adversarial Perturbations for Monocular Depth Prediction A. Wong Safa Cicek Stefano Soatto AAML MDE 24 43 0 12 Jun 2020
What makes instance discrimination good for transfer learning? Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 22 167 0 11 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 54 83 0 10 Jun 2020
SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis Mengqi Ji Jinzhi Zhang Qionghai Dai Lu Fang 3DV 19 31 0 26 May 2020
VisualEchoes: Spatial Image Representation Learning through Echolocation Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 171 84 0 04 May 2020
RealMonoDepth: Self-Supervised Monocular Depth Estimation for General Scenes Mertalp Ocal A. Mustafa SSL MDE 23 9 0 14 Apr 2020
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method J. Matias Di Martino Fernando Suzacq M. Delbracio Qiang Qiu Guillermo Sapiro CVBM 16 1 0 03 Apr 2020
Occlusion-Aware Depth Estimation with Adaptive Normal Constraints Xiaoxiao Long Lingjie Liu Christian Theobalt Wenping Wang 3DV 31 61 0 02 Apr 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning Jaime Spencer Richard Bowden Simon Hadfield MDE SSL 35 93 0 30 Mar 2020
Adversarial Attacks on Monocular Depth Estimation Ziqi Zhang Xinge Zhu Yingwei Li Xiangqun Chen Yao Guo AAML MDE 30 25 0 23 Mar 2020
Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields Michael Ramamonjisoa Yuming Du Vincent Lepetit MDE 32 63 0 28 Feb 2020
A Method for Estimating Reflectance map and Material using Deep Learning with Synthetic Dataset Mingi Lim Sung-eui Yoon GAN 19 0 0 15 Jan 2020
DeepFactors: Real-Time Probabilistic Dense Monocular SLAM J. Czarnowski Tristan Laidlow R. Clark Andrew J. Davison MDE 50 174 0 14 Jan 2020
Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images Fahimeh Fooladgar S. Kasaei 27 28 0 25 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 30 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 Jia Deng Olga Russakovsky 21 316 0 16 Dec 2019
Predicting Unobserved Space For Planning via Depth Map Augmentation M. Fehr Tim Taubner Yang Liu Roland Siegwart Cesar Cadena 28 8 0 13 Nov 2019
Dynamic Spectral Residual Superpixels Jianchao Zhang Angelica I. Aviles-Rivero Daniel Heydecker Xiosheng Zhuang Raymond H. F. Chan Carola-Bibiane Schönlieb 22 7 0 10 Oct 2019
Attacking Vision-based Perception in End-to-End Autonomous Driving Models Adith Boloor Karthik Garimella Xin He C. Gill Yevgeniy Vorobeychik Xuan Zhang AAML 19 106 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 27 7 0 28 Sep 2019
Visual Odometry Revisited: What Should Be Learnt? Huangying Zhan C. Weerasekera Jiawang Bian Ian Reid MDE 27 156 0 21 Sep 2019
Task-Aware Monocular Depth Estimation for 3D Object Detection Xinlong Wang Wei Yin Tao Kong Yuning Jiang Lei Li Chunhua Shen MDE 24 59 0 17 Sep 2019
Temporally Consistent Depth Prediction with Flow-Guided Memory Units Chanho Eom Hyunjong Park Bumsub Ham MDE 10 14 0 16 Sep 2019
End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization Bo Chen Álvaro Parra Jiewei Cao Nan Li Tat-Jun Chin 3DH 31 93 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 28 2 0 10 Sep 2019
Learning Object-specific Distance from a Monocular Image Jing Zhu Yi Fang Husam Abu-Haimed Kuo-Chin Lien Dongdong Fu Junli Gu 14 62 0 09 Sep 2019
Object-Driven Multi-Layer Scene Decomposition From a Single Image Helisa Dhamo Nassir Navab Federico Tombari 3DV 11 30 0 26 Aug 2019
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems Meng Tang Yimin Liu L. Durlofsky AI4CE 32 257 0 16 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 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
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification Lukas Liebel Marco Körner 3DH 44 26 0 25 Jul 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 111 1,750 0 02 Jul 2019
Neural Illumination: Lighting Prediction for Indoor Environments Shuran Song Thomas Funkhouser 3DV 40 111 0 18 Jun 2019