v1v2 (latest)

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
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC 89 110 0 27 Jun 2018
Learning Single-Image Depth from Videos using Quality Assessment Networks Weifeng Chen Shengyi Qian Jia Deng 81 67 0 25 Jun 2018
Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy Xingtong Liu Ayushi Sinha Mathias Unberath M. Ishii Gregory Hager Russell H. Taylor A. Reiter MDE 122 53 0 25 Jun 2018
Layouts from Panoramic Images with Geometry and Deep Learning Clara Fernandez-Labrador Alejandro Pérez-Yus G. López-Nicolás Jose J. Guerrero 3DV 3DPC 76 37 0 21 Jun 2018
BA-Net: Dense Bundle Adjustment Network Chengzhou Tang P. Tan 3DV 104 290 0 13 Jun 2018
Deep multi-scale architectures for monocular depth estimation Michel Moukari Sylvaine Picard Loïc Simon F. Jurie MDE 99 20 0 08 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 537 1,741 0 06 Jun 2018
Digging Into Self-Supervised Monocular Depth Estimation Clément Godard Oisin Mac Aodha Michael Firman Gabriel J. Brostow MDE SSL 44 6 0 04 Jun 2018
Monocular Depth Estimation with Augmented Ordinal Depth Relationships Yuanzhouhan Cao Tianqi Zhao Ke Xian Chunhua Shen Zhiguo Cao Shugong Xu MDE 157 51 0 02 Jun 2018
Learning to Generate Facial Depth Maps S. Pini Filippo Grazioli Guido Borghi R. Vezzani Rita Cucchiara CVBM GAN MDE 62 10 0 30 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 63 155 0 26 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 101 106 0 18 May 2018
Recurrent Neural Network for Learning DenseDepth and Ego-Motion from Video Rui Wang Jan-Michael Frahm Stephen M. Pizer 3DV MDE 42 9 0 17 May 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 74 256 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 N. Sebe MoE 92 481 0 11 May 2018
Just-in-Time Reconstruction: Inpainting Sparse Maps using Single View Depth Predictors as Priors C. Weerasekera Thanuja Dharmasiri Ravi Garg Tom Drummond Ian Reid 73 27 0 11 May 2018
Position Estimation of Camera Based on Unsupervised Learning Yantong Wu Yang Liu MDE 50 5 0 05 May 2018
Pixel-wise Attentional Gating for Parsimonious Pixel Labeling Shu Kong Charless C. Fowlkes 99 40 0 03 May 2018
Evaluation of CNN-based Single-Image Depth Estimation Methods Tobias Koch Lukas Liebel Friedrich Fraundorfer Marco Körner 3DV 159 150 0 03 May 2018
Fast View Synthesis with Deep Stereo Vision T. Habtegebrial Kiran Varanasi C. Bailer D. Stricker 3DV 63 15 0 25 Apr 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,227 0 23 Apr 2018
PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image Chen Liu Jimei Yang Duygu Ceylan Ersin Yumer Yasutaka Furukawa 3DV 119 198 0 17 Apr 2018
Dual CNN Models for Unsupervised Monocular Depth Estimation Vamshi Krishna Repala S. Dubey MDE 89 38 0 16 Apr 2018
Im2Struct: Recovering 3D Shape Structure from a Single RGB Image Chengjie Niu Jun Li Kai Xu 3DV 61 128 0 16 Apr 2018
View Extrapolation of Human Body from a Single Image Hao Zhu Hao Su Peng Wang Xun Cao Ruigang Yang 3DH 85 51 0 11 Apr 2018
Estimating Depth from RGB and Sparse Sensing Zhao Chen Vijay Badrinarayanan Gilad Drozdov Andrew Rabinovich MDE 3DV 76 109 0 08 Apr 2018
Mix and match networks: encoder-decoder alignment for zero-pair image translation Yaxing Wang Joost van de Weijer Luis Herranz 72 34 0 06 Apr 2018
MegaDepth: Learning Single-View Depth Prediction from Internet Photos Zhengqi Li Noah Snavely MDE 3DV 244 1,028 0 02 Apr 2018
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation Dan Xu Wei Wang Hao Tang Hong Liu N. Sebe Elisa Ricci MDE 57 307 0 29 Mar 2018
Learning to Look around Objects for Top-View Representations of Outdoor Scenes S. Schulter Menghua Zhai Nathan Jacobs Manmohan Chandraker SSL 3DPC 92 86 0 28 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 69 173 0 27 Mar 2018
Deep Depth Completion of a Single RGB-D Image Yinda Zhang Thomas Funkhouser 3DV MDE 130 397 0 25 Mar 2018
Deep Convolutional Compressed Sensing for LiDAR Depth Completion Nathaniel Chodosh Chaoyang Wang Simon Lucey 3DPC 3DV 71 127 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 100 379 0 23 Mar 2018
Monocular Depth Estimation by Learning from Heterogeneous Datasets A. Gurram O. Urfalioglu Ibrahim Halfaoui Fahd Bouzaraa Antonio M. López MDE 65 14 0 21 Mar 2018
Fusion of stereo and still monocular depth estimates in a self-supervised learning context Diogo Martins K. G. Hecke Guido de Croon SSL MDE 44 22 0 20 Mar 2018
Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR Supervision V. Kumar Stefan Milz Martin Simon Christian Witt Karl Amende Johannes Petzold S. Yogamani Timo Pech MDE 52 48 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 84 189 0 15 Mar 2018
Self-Supervised Monocular Image Depth Learning and Confidence Estimation Long Chen Wen Tang N. John SSL MDE 63 28 0 14 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 84 633 0 11 Mar 2018
Single View Stereo Matching Yue Luo Jimmy S. J. Ren Mude Lin Jiahao Pang Wenxiu Sun Hongsheng Li Liang Lin MDE 3DV 67 194 0 07 Mar 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 86 1,147 0 06 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 84 187 0 05 Mar 2018
Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks Dan Xu Elisa Ricci Wanli Ouyang Xiaogang Wang N. Sebe MDE 94 100 0 01 Mar 2018
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints R. Mahjourian Martin Wicke A. Angelova MDE 120 729 0 15 Feb 2018
Meshed Up: Learnt Error Correction in 3D Reconstructions Michael Tanner Stefan Saftescu Alex Bewley Paul Newman 3DV 32 6 0 27 Jan 2018
Im2Pano3D: Extrapolating 360 Structure and Semantics Beyond the Field of View Shuran Song Andy Zeng Angel X. Chang Manolis Savva Silvio Savarese Thomas Funkhouser 3DV 3DPC MDE 60 76 0 12 Dec 2017
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 144 391 0 09 Dec 2017
Learning Depth from Monocular Videos using Direct Methods Chaoyang Wang J. M. Buenaposada Rui Zhu Simon Lucey MDE 140 584 0 01 Dec 2017
Efficient and Invariant Convolutional Neural Networks for Dense Prediction Hongyang Gao Shuiwang Ji MDE 42 11 0 24 Nov 2017