Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

2 July 2019

Konrad Schindler

Papers citing "Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer"

50 / 1,053 papers shown

Title
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image Ronghang Hu Nikhila Ravi Alexander C. Berg Deepak Pathak 30 83 0 17 Dec 2020
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 64 2,814 0 17 Dec 2020
Learning to Recover 3D Scene Shape from a Single Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Long Mai Simon Chen Chunhua Shen MDE 15 231 0 17 Dec 2020
Detecting Invisible People Tarasha Khurana Achal Dave Deva Ramanan 11 35 0 15 Dec 2020
Sat2Vid: Street-view Panoramic Video Synthesis from a Single Satellite Image Zuoyue Li Zhenqiang Li Zhaopeng Cui R. Qin Marc Pollefeys Martin R. Oswald 19 16 0 11 Dec 2020
Robust Consistent Video Depth Estimation Johannes Kopf Xuejian Rong Jia-Bin Huang MDE 34 162 0 10 Dec 2020
Sim2Real for Self-Supervised Monocular Depth and Segmentation N. Raghavan Punarjay Chakravarty Shubham Shrivastava 8 4 0 01 Dec 2020
Adaptive Multiplane Image Generation from a Single Internet Picture D. Luvizon Gustavo Sutter P. Carvalho A. Santos Jhonatas S. Conceição J. L. Flores-Campana L. Decker M. R. Souza Hélio Pedrini Antonio Joia O. A. B. Penatti 3DV 22 16 0 26 Nov 2020
Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes Zhengqi Li Simon Niklaus Noah Snavely Oliver Wang 30 792 0 26 Nov 2020
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 76 1,107 0 25 Nov 2020
How to Train Neural Networks for Flare Removal Yichen Wu Qiurui He Tianfan Xue Rahul Garg Jiawen Chen Ashok Veeraraghavan Jonathan T. Barron 14 53 0 25 Nov 2020
RAIST: Learning Risk Aware Traffic Interactions via Spatio-Temporal Graph Convolutional Networks Videsh Suman Phu-Cuong Pham Aniket Bera GNN 8 4 0 17 Nov 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 6 187 0 12 Nov 2020
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Hanjiang Hu B. Yang Zhijian Qiao Shiqi Liu Weiang Shi Zuxin Liu Wenhao Ding Ding Zhao Hesheng Wang VLM MDE 27 14 0 09 Nov 2020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li Tingting Jiang Ming Jiang 19 133 0 09 Nov 2020
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model Julian Lienen Eyke Hüllermeier Ralph Ewerth Nils Nommensen 26 14 0 25 Oct 2020
Towards General Purpose Geometry-Preserving Single-View Depth Estimation Mikhail Romanov Nikolay Patatkin Anna Vorontsova Sergey Nikolenko Anton Konushin Dmitry Senyushkin MDE 24 3 0 25 Sep 2020
One Shot 3D Photography Johannes Kopf Kevin Blackburn-Matzen Suhib Alsisan Ocean Quigley Francis Ge ... Peizhao Zhang Zijian He Peter Vajda Ayush Saraf Michael F. Cohen 23 79 0 27 Aug 2020
Semantic View Synthesis Hsin-Ping Huang Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang 150 33 0 24 Aug 2020
Single-Image Depth Prediction Makes Feature Matching Easier Carl Toft Daniyar Turmukhambetov Torsten Sattler Fredrik Kahl Gabriel J. Brostow 3DV MDE 15 21 0 21 Aug 2020
Exploring the Impacts from Datasets to Monocular Depth Estimation (MDE) Models with MineNavi Xiangtong Wang Binbin Liang Menglong Yang W. Li 11 0 0 19 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 14 69 0 04 Aug 2020
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data A. L. Rodríguez Benjamin Busam K. Mikolajczyk 24 44 0 03 Aug 2020
Associative3D: Volumetric Reconstruction from Sparse Views Shengyi Qian Linyi Jin David Fouhey 40 20 0 27 Jul 2020
OASIS: A Large-Scale Dataset for Single Image 3D in the Wild Weifeng Chen Shengyi Qian David Fan Noriyuki Kojima Max Hamilton Jia Deng 3DV 22 59 0 26 Jul 2020
Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets Tian Chen S. An Yuan Zhang Chongyang Ma Huayan Wang Xiaoyan Guo Wen Zheng MDE 33 31 0 22 Jul 2020
People as Scene Probes Yifan Wang Brian L. Curless S. M. Seitz 3DH 8 18 0 17 Jul 2020
Efficient Unpaired Image Dehazing with Cyclic Perceptual-Depth Supervision Chen Liu Jiaqi Fan G. Yin MDE 6 4 0 10 Jul 2020
Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias Yunhan Zhao Shu Kong Charless C. Fowlkes MDE 19 3 0 08 Jul 2020
An Advert Creation System for 3D Product Placements Ivan Bacher Hossein Javidnia Soumyabrata Dev Rahul Agrahari M. Hossari ... Clare Conran Jian Tang P. Song D. Corrigan François Pitié VGen DiffM 19 7 0 26 Jun 2020
Real-time single image depth perception in the wild with handheld devices Filippo Aleotti Giulio Zaccaroni Luca Bartolomei Matteo Poggi Fabio Tosi S. Mattoccia MDE 29 41 0 10 Jun 2020
DeepRelativeFusion: Dense Monocular SLAM using Single-Image Relative Depth Prediction S. Loo S. Mashohor S. Tang Hong Zhang 3DH MDE 19 9 0 07 Jun 2020
Decoder Modulation for Indoor Depth Completion Dmitry Senushkin Mikhail Romanov Ilia Belikov Anton Konushin Nikolay Patakin MDE 3DV 18 0 0 18 May 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 6 329 0 30 Apr 2020
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP Kritik Soman VLM 14 3 0 27 Apr 2020
Single-View View Synthesis with Multiplane Images Richard Tucker Noah Snavely 8 339 0 23 Apr 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 12 300 0 09 Apr 2020
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation Zhe Wang Daeyun Shin Charless C. Fowlkes 16 53 0 07 Apr 2020
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet Wang Zhao Shaohui Liu Yezhi Shu Yong-jin Liu MDE 23 152 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 14 166 0 02 Apr 2020
Two-shot Spatially-varying BRDF and Shape Estimation Mark Boss Varun Jampani Kihwan Kim Hendrik P. A. Lensch Jan Kautz 6 88 0 01 Apr 2020
Atlas: End-to-End 3D Scene Reconstruction from Posed Images Zak Murez Tarrence van As James Bartolozzi Ayan Sinha Vijay Badrinarayanan Andrew Rabinovich 3DV 31 259 0 23 Mar 2020
DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points Ayan Sinha Zak Murez James Bartolozzi Vijay Badrinarayanan Andrew Rabinovich 3DV 3DPC 16 3 0 19 Mar 2020
Learning Depth With Very Sparse Supervision Antonio Loquercio Alexey Dosovitskiy Davide Scaramuzza 3DV MDE 4 0 0 02 Mar 2020
Why Do Line Drawings Work? A Realism Hypothesis Aaron Hertzmann 19 55 0 14 Feb 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 14 70 0 03 Feb 2020
Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey Yang Tang Chaoqiang Zhao Jianrui Wang Chongzhen Zhang Qiyu Sun Weixing Zheng W. Du Feng Qian Jürgen Kurths 15 65 0 08 Jan 2020
Meshlet Priors for 3D Mesh Reconstruction Abhishek Badki Orazio Gallo Jan Kautz P. Sen 21 45 0 06 Jan 2020
In Perfect Shape: Certifiably Optimal 3D Shape Reconstruction from 2D Landmarks Heng Yang Luca Carlone 3DV 11 36 0 27 Nov 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks Chengxi Li Yue Meng Stanley H. Chan Yi-Ting Chen GNN 11 61 0 20 Sep 2019