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Deeper Depth Prediction with Fully Convolutional Residual Networks

1 June 2016

Iro Laina

Christian Rupprecht

Vasileios Belagiannis

Nassir Navab

Papers citing "Deeper Depth Prediction with Fully Convolutional Residual Networks"

50 / 735 papers shown

Title
BridgeNet: A Joint Learning Network of Depth Map Super-Resolution and Monocular Depth Estimation Q. Tang Runmin Cong Ronghui Sheng Lingzhi He Dan Zhang Yao-Min Zhao Sam Kwong 3DV MDE 73 50 0 27 Jul 2021
MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Pan Ji Runze Li B. Bhanu Yi Tian Xu MDE 144 69 0 26 Jul 2021
Provident Vehicle Detection at Night for Advanced Driver Assistance Systems Lukas Ewecker Ebubekir Asan Lars Ohnemus S. Saralajew 43 13 0 23 Jul 2021
MSFNet:Multi-scale features network for monocular depth estimation Meiqi Pei MDE 67 4 0 14 Jul 2021
A Weakly-Supervised Depth Estimation Network Using Attention Mechanism Fang Gao Jiabao Wang Jun Yu Yaoxiong Wang Feng Shuang 31 0 0 10 Jul 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 122 6 0 24 Jun 2021
Predicting Depth from Semantic Segmentation using Game Engine Dataset Mohammad Amin Kashi 3DV MDE 73 0 0 12 Jun 2021
Self-supervised Depth Estimation Leveraging Global Perception and Geometric Smoothness Using On-board Videos Shaocheng Jia Xin Pei W. Yao S. Wong 3DPC MDE 90 19 0 07 Jun 2021
Single Image Depth Prediction with Wavelet Decomposition Michael Ramamonjisoa Michael Firman Jamie Watson Vincent Lepetit Daniyar Turmukhambetov MDE 117 55 0 03 Jun 2021
Scene-aware Generative Network for Human Motion Synthesis Jingbo Wang Sijie Yan Bo Dai Dahua Lin 3DH 81 80 0 31 May 2021
Self-Guided Instance-Aware Network for Depth Completion and Enhancement Zhongzhen Luo Feng Zhang Guoyi Fu Jiajie Xu 111 3 0 25 May 2021
Real-time Monocular Depth Estimation with Sparse Supervision on Mobile M. K. Yucel Valia Dimaridou Anastasios Drosou Albert Saà-Garriga MDE 58 22 0 25 May 2021
Unsupervised Scale-consistent Depth Learning from Video Jiawang Bian Huangying Zhan Naiyan Wang Zhichao Li Le Zhang Chunhua Shen Ming-Ming Cheng Ian Reid MDE 90 179 0 25 May 2021
A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation Mansi Sharma Abheesht Sharma Kadvekar Rohit Tushar Avinash Panneer MDE 77 6 0 21 May 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data Yonglong Tian Olivier J. Hénaff Aaron van den Oord SSL 138 101 0 17 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report Andrey D. Ignatov Grigory Malivenko D. Plowman Samarth Shukla Radu Timofte ... Tianpeng Feng Yang Liu Chuannan Sheng Jian Yin Fausto T. Benavide MDE 74 36 0 17 May 2021
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation Suman Saha Anton Obukhov D. Paudel Menelaos Kanakis Yuhua Chen Stamatios Georgoulis Luc Van Gool OOD 81 58 0 17 May 2021
Boosting Light-Weight Depth Estimation Via Knowledge Distillation Junjie Hu Chenyou Fan Hualie Jiang Xiyue Guo Yuan Gao Xiangyong Lu Tin Lun Lam 64 27 0 13 May 2021
Bayesian Deep Neural Networks for Supervised Learning of Single-View Depth Javier Rodríguez-Puigvert Ruben Martinez Cantin Javier Civera UQCV BDL SSL 91 8 0 29 Apr 2021
Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning S. Karatsiolis A. Kamilaris 46 1 0 22 Apr 2021
Depth Completion using Plane-Residual Representation Byeong-uk Lee Kyunghyun Lee In So Kweon MDE 82 50 0 15 Apr 2021
Single Image Depth Estimation: An Overview Alican Mertan D. Duff Gözde B. Ünal MoMe 64 84 0 13 Apr 2021
Domain Adaptive Monocular Depth Estimation With Semantic Information Feixiang Lu Hyeonwoo Yu Jean Oh MDE 97 0 0 12 Apr 2021
Neural RGB-D Surface Reconstruction Dejan Azinović Ricardo Martín Brualla Dan B. Goldman Matthias Nießner Justus Thies 3DH 3DV 87 281 0 09 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 91 35 0 08 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Xiaotian Chen Yuwang Wang Xuejin Chen Wenjun Zeng 3DV 3DPC MDE 95 55 0 02 Apr 2021
RGB-D Local Implicit Function for Depth Completion of Transparent Objects Luyang Zhu Arsalan Mousavian Yu Xiang H. Mazhar Jozef van Eenbergen Shoubhik Debnath Dieter Fox 75 93 0 01 Apr 2021
A Front-End for Dense Monocular SLAM using a Learned Outlier Mask Prior Yihao Zhang J. Leonard MDE 70 3 0 01 Apr 2021
Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks Guangming Wang Hesheng Wang Yiling Liu Weidong Chen MDE 111 34 0 01 Apr 2021
Unpaired Single-Image Depth Synthesis with cycle-consistent Wasserstein GANs Christoph Angermann Adéla Moravová Markus Haltmeier Steinbjörn Jónsson Christian Laubichler GAN MDE 3DV 27 0 0 31 Mar 2021
DynOcc: Learning Single-View Depth from Dynamic Occlusion Cues Yifan Wang Linjie Luo Xiaohui Shen Xing Mei 47 0 0 30 Mar 2021
Endo-Depth-and-Motion: Reconstruction and Tracking in Endoscopic Videos using Depth Networks and Photometric Constraints D. Recasens J. Lamarca José M. Fácil José M.M. Montiel Javier Civera MDE 72 107 0 30 Mar 2021
Adaptive Surface Normal Constraint for Depth Estimation Xiaoxiao Long Cheng Lin Lingjie Liu Wei Li Christian Theobalt Ruigang Yang Wenping Wang 3DV 111 62 0 29 Mar 2021
Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution Baoli Sun Xinchen Ye Baopu Li Haojie Li Zhihui Wang Rui Xu 62 46 0 24 Mar 2021
Adaptive Illumination based Depth Sensing using Deep Superpixel and Soft Sampling Approximation Qiqin Dai Fengqiang Li O. Cossairt Aggelos K. Katsaggelos 3DV MDE 123 5 0 23 Mar 2021
Multimodal Data Fusion for Power-On-and-Go Robotic Systems in Retail Shubham D. Sonawani Kailasnath Maneparambil H. B. Amor 22 1 0 23 Mar 2021
Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision A. Gurram Ahmet Faruk Tuna Fengyi Shen O. Urfalioglu Antonio M. López MDE 107 42 0 22 Mar 2021
Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction Guanglei Yang Hao Tang M. Ding N. Sebe Elisa Ricci ViT 126 195 0 22 Mar 2021
Efficient Visual Pretraining with Contrastive Detection Olivier J. Hénaff Skanda Koppula Jean-Baptiste Alayrac Aaron van den Oord Oriol Vinyals João Carreira VLM SSL 80 166 0 19 Mar 2021
Dilated Fully Convolutional Neural Network for Depth Estimation from a Single Image Binghan Li Yindong Hua Yifeng Liu Mi Lu MDE 49 7 0 12 Mar 2021
PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss J. P. Bello Munchurl Kim 3DV MDE 97 48 0 12 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 134 72 0 07 Mar 2021
Sparse LiDAR and Stereo Fusion (SLS-Fusion) for Depth Estimationand 3D Object Detection Nguyen Anh Minh Mai Pierre Duthon L. Khoudour Alain Crouzil S. Velastín 3DPC 53 20 0 05 Mar 2021
Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang Paolo Rota Xavier Alameda-Pineda Dan Xu M. Ding Elisa Ricci 3DPC 63 4 0 05 Mar 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 283 498 0 01 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 65 38 0 01 Mar 2021
ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation V. Kaushik Kartik Jindgar Brejesh Lall MDE 135 18 0 01 Mar 2021
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation Shuai Yu Jianyang Xie Jinkui Hao Yalin Zheng Jiong Zhang Yan Hu Jiang-Dong Liu Yitian Zhao 41 9 0 26 Feb 2021
Uncertainty-aware Generalized Adaptive CycleGAN Uddeshya Upadhyay Yanbei Chen Zeynep Akata 35 6 0 23 Feb 2021
Improved Point Transformation Methods For Self-Supervised Depth Prediction Ziwen Chen Zixuan Guo Jerod J. Weinman MDE 3DPC 48 0 0 18 Feb 2021