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MegaDepth: Learning Single-View Depth Prediction from Internet Photos

2 April 2018

Papers citing "MegaDepth: Learning Single-View Depth Prediction from Internet Photos"

50 / 614 papers shown

Title
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong Liu MDE 95 157 0 03 Apr 2020
Novel View Synthesis of Dynamic Scenes with Globally Coherent Depths from a Monocular Camera Jae Shin Yoon Kihwan Kim Orazio Gallo H. Park Jan Kautz MDE 3DV 57 170 0 02 Apr 2020
Occlusion-Aware Depth Estimation with Adaptive Normal Constraints Xiaoxiao Long Lingjie Liu Christian Theobalt Wenping Wang 3DV 101 62 0 02 Apr 2020
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation Victor Schmidt Makesh Narsimhan Sreedhar M. Elaraby Irina Rish SSL CLL 45 2 0 31 Mar 2020
DeepCrashTest: Turning Dashcam Videos into Virtual Crash Tests for Automated Driving Systems Sai Krishna Bashetty H. B. Amor Georgios Fainekos 52 20 0 26 Mar 2020
Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset Yiwen Hua Puneet Kohli Pritish Uplavikar Anand Ravi Saravanan Gunaseelan Jason Orozco Edward Li 3DV MDE 137 43 0 25 Mar 2020
Multi-View Optimization of Local Feature Geometry Mihai Dusmanu Johannes L. Schonberger Marc Pollefeys 130 37 0 18 Mar 2020
Learning 2D-3D Correspondences To Solve The Blind Perspective-n-Point Problem Liu Liu Dylan Campbell Hongdong Li Dingfu Zhou Xibin Song Ruigang Yang 3DPC 3DV 51 21 0 15 Mar 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 132 137 0 14 Mar 2020
Image Matching across Wide Baselines: From Paper to Practice Yuhe Jin Dmytro Mishkin Anastasiia Mishchuk Jirí Matas Pascal Fua K. M. Yi Eduard Trulls 3DV 145 373 0 03 Mar 2020
DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data Wei Yin Xinlong Wang Chunhua Shen Yifan Liu Zhi Tian Songcen Xu Changming Sun Dou Renyin 3DH MDE 122 70 0 03 Feb 2020
Using Simulated Data to Generate Images of Climate Change Gautier Cosne Adrien Juraver Mélisande Teng Victor Schmidt V. Vardanyan A. Luccioni Yoshua Bengio GAN AI4CE 44 8 0 26 Jan 2020
UR2KiD: Unifying Retrieval, Keypoint Detection, and Keypoint Description without Local Correspondence Supervision Tsun-Yi Yang Duy-Kien Nguyen Huub Heijnen Vassileios Balntas 3DV 90 37 0 20 Jan 2020
FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing Yu Dong Yihao Liu He Zhang Shifeng Chen Yu Qiao 74 240 0 20 Jan 2020
Unsupervised Learning of Camera Pose with Compositional Re-estimation Seyed shahabeddin Nabavi M. Hosseinzadeh Ramin Fahimi Yang Wang 46 7 0 17 Jan 2020
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 140 474 0 18 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 196 1,962 0 26 Nov 2019
BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks Yao Yao Zixin Luo Shiwei Li Jingyang Zhang Yufan Ren Lei Zhou Tian Fang Long Quan 3DV 158 477 0 22 Nov 2019
Unsupervised High-Resolution Depth Learning From Videos With Dual Networks Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 61 71 0 20 Oct 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 64 35 0 29 Sep 2019
3D Ken Burns Effect from a Single Image Simon Niklaus Long Mai Jimei Yang Feng Liu VGen 265 209 0 12 Sep 2019
Robust Full-FoV Depth Estimation in Tele-wide Camera System Kai Guo Seongwook Song Soonkeun Chang Tae-ui Kim S. Han Irina Kim MDE 37 1 0 08 Sep 2019
Counterfactual Depth from a Single RGB Image Theerasit Issaranon Chuhang Zou David A. Forsyth 3DV 32 4 0 03 Sep 2019
KeystoneDepth: Visualizing History in 3D Xuan Luo Yanmeng Kong Jason Lawrence Ricardo Martín Brualla S. M. Seitz MDE 15 1 0 21 Aug 2019
UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images Wenqi Xian Zhengqi Li Matthew Fisher Jonathan Eisenmann Eli Shechtman Noah Snavely 59 45 0 19 Aug 2019
To Learn or Not to Learn: Visual Localization from Essential Matrices Qunjie Zhou Torsten Sattler Marc Pollefeys Laura Leal-Taixe SSL 90 101 0 04 Aug 2019
DIODE: A Dense Indoor and Outdoor DEpth Dataset Igor Vasiljevic Nicholas I. Kolkin Shanyi Zhang Ruotian Luo Haochen Wang ... Andrea F. Daniele Mohammadreza Mostajabi Steven Basart Matthew R. Walter Gregory Shakhnarovich MDE 3DV 127 233 0 01 Aug 2019
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification Lukas Liebel Marco Körner 3DH 98 26 0 25 Jul 2019
Markerless Augmented Advertising for Sports Videos Hallee E. Wong Osman Akar Emmanuel Antonio Cuevas Iuliana Tabian D. Ravichandran Iris Fu Cambron N. Carter DiffM 35 2 0 22 Jul 2019
Real-time Vision-based Depth Reconstruction with NVidia Jetson A. Bokovoy K. Muravyev Konstantin Yakovlev 3DV MDE 61 17 0 16 Jul 2019
Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information R. Rill MDE 46 5 0 16 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 327 1,813 0 02 Jul 2019
Pano Popups: Indoor 3D Reconstruction with a Plane-Aware Network Marc Eder Pierre Moulon Li Guan 88 50 0 01 Jul 2019
A Survey on Deep Learning Architectures for Image-based Depth Reconstruction Hamid Laga 3DV MDE 120 22 0 14 Jun 2019
Unsupervised Single Image Underwater Depth Estimation Honey Gupta Kaushik Mitra 71 44 0 25 May 2019
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image Yichao Zhou Haozhi Qi Yuexiang Zhai Qi Sun Zhili Chen Li-Yi Wei Yi-An Ma 3DV 62 65 0 17 May 2019
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography X. Zhang Kevin Blackburn-Matzen Vivien Nguyen Dillon Yao You Zhang Ren Ng VGen 74 40 0 15 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 113 429 0 09 May 2019
D2-Net: A Trainable CNN for Joint Detection and Description of Local Features Mihai Dusmanu Ignacio Rocco Tomas Pajdla Marc Pollefeys Josef Sivic Akihiko Torii Torsten Sattler 78 697 0 09 May 2019
Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes Chaoyang Wang Simon Lucey Federico Perazzi Oliver Wang MDE 3DH 93 113 0 25 Apr 2019
Learning the Depths of Moving People by Watching Frozen People Zhengqi Li Tali Dekel Forrester Cole Richard Tucker Noah Snavely Ce Liu William T. Freeman MDE 3DH 139 244 0 25 Apr 2019
Events-to-Video: Bringing Modern Computer Vision to Event Cameras Henri Rebecq René Ranftl V. Koltun Davide Scaramuzza VGen 121 365 0 17 Apr 2019
Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth Rui Wang Stephen M. Pizer Jan-Michael Frahm MDE 76 177 0 15 Apr 2019
Transformable Bottleneck Networks Kyle Olszewski Sergey Tulyakov Oliver J. Woodford Hao Li Linjie Luo 91 77 0 13 Apr 2019
Absolute Human Pose Estimation with Depth Prediction Network M. Véges András Lőrincz 3DH 89 30 0 11 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 102 366 0 10 Apr 2019
Planar Geometry and Image Recovery from Motion-Blur Kuldeep Purohit Subeesh Vasu M. P. Rao A. N. Rajagopalan 3DV 31 0 0 07 Apr 2019
Revealing Scenes by Inverting Structure from Motion Reconstructions Francesco Pittaluga S. Koppal S. B. Kang Sudipta N. Sinha 3DPC 75 127 0 05 Apr 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth José M. Fácil Benjamin Ummenhofer Huizhong Zhou Luis Montesano Thomas Brox Javier Civera MDE 160 141 0 03 Apr 2019
Depth-Aware Video Frame Interpolation Wenbo Bao Wei-Sheng Lai Chao Ma Xiaoyun Zhang Zhiyong Gao Ming-Hsuan Yang MDE 136 506 0 01 Apr 2019