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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 / 1,080 papers shown

Title
Overcoming the Distance Estimation Bottleneck in Estimating Animal Abundance with Camera Traps T. Haucke H. Kühl J. Hoyer Volker Steinhage 45 19 0 10 May 2021
Collision Replay: What Does Bumping Into Things Tell You About Scene Geometry? Alexander Raistrick Nilesh Kulkarni David Fouhey 63 1 0 03 May 2021
AdvHaze: Adversarial Haze Attack Ruijun Gao Qing Guo Felix Juefei Xu Hongkai Yu Wei Feng AAML 100 30 0 28 Apr 2021
Extreme Rotation Estimation using Dense Correlation Volumes Ruojin Cai Bharath Hariharan Noah Snavely Hadar Averbuch-Elor 98 44 0 28 Apr 2021
2.5D Visual Relationship Detection Yu-Chuan Su Soravit Changpinyo Xiangning Chen Sathish Thoppay Cho-Jui Hsieh ... Radu Soricut Hartwig Adam Matthew A. Brown Ming-Hsuan Yang Boqing Gong 103 8 0 26 Apr 2021
Optimal Pose and Shape Estimation for Category-level 3D Object Perception Jingang Shi Heng Yang Luca Carlone 139 27 0 16 Apr 2021
Geometry-Free View Synthesis: Transformers and no 3D Priors Robin Rombach Patrick Esser Bjorn Ommer ViT 114 95 0 15 Apr 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search Kaicheng Yu René Ranftl Mathieu Salzmann OOD 41 18 0 12 Apr 2021
Learning optical flow from still images Filippo Aleotti Matteo Poggi S. Mattoccia 3DPC 91 35 0 08 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 73 93 0 01 Apr 2021
Repopulating Street Scenes Yifan Wang Andrew Liu Richard Tucker Jiajun Wu Brian L. Curless S. M. Seitz Noah Snavely 64 13 0 30 Mar 2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis Jiaxin Li Zijian Feng Qi She Henghui Ding Changhu Wang G. Lee 3DH MDE 88 161 0 27 Mar 2021
Planar Surface Reconstruction from Sparse Views Linyi Jin Shengyi Qian Andrew Owens David Fouhey 3DV 65 39 0 26 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 165 1,755 0 24 Mar 2021
Beyond Image to Depth: Improving Depth Prediction using Echoes Kranti K. Parida Siddharth Srivastava Gaurav Sharma MDE 88 38 0 15 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 121 72 0 07 Mar 2021
Self-Supervised Depth and Ego-Motion Estimation for Monocular Thermal Video Using Multi-Spectral Consistency Loss Ukcheol Shin Kyunghyun Lee Seokju Lee In So Kweon MDE 72 24 0 01 Mar 2021
Towards Continual, Online, Self-Supervised Depth Muhammad Umar Karim Khan TTA CLL 115 2 0 28 Feb 2021
Simple multi-dataset detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 297 118 0 25 Feb 2021
Exploiting Depth Information for Wildlife Monitoring T. Haucke Volker Steinhage 68 14 0 10 Feb 2021
Polarimetric Monocular Dense Mapping Using Relative Deep Depth Prior M. Shakeri S. Loo Kuanqi Cai MDE 61 15 0 10 Feb 2021
Self-Supervised Pretraining for RGB-D Salient Object Detection Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Xiang Ruan 92 64 0 29 Jan 2021
Binary TTC: A Temporal Geofence for Autonomous Navigation Abhishek Badki Orazio Gallo Jan Kautz P. Sen 115 31 0 12 Jan 2021
Learning to Segment Rigid Motions from Two Frames Gengshan Yang Deva Ramanan 179 58 0 11 Jan 2021
A Structure-Aware Method for Direct Pose Estimation Hunter Blanton Scott Workman Nathan Jacobs 53 7 0 22 Dec 2020
CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth Xingxing Zuo Nate Merrill Wei Li Yong Liu Marc Pollefeys Guoquan Huang 132 42 0 18 Dec 2020
Reconstructing Hand-Object Interactions in the Wild Zhe Cao Ilija Radosavovic Angjoo Kanazawa Jitendra Malik 3DH 114 147 0 17 Dec 2020
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image Andrew Liu Richard Tucker Varun Jampani A. Makadia Noah Snavely Angjoo Kanazawa VGen 143 171 0 17 Dec 2020
Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image Ronghang Hu Nikhila Ravi Alexander C. Berg Deepak Pathak 111 84 0 17 Dec 2020
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 141 3,016 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 136 240 0 17 Dec 2020
Detecting Invisible People Tarasha Khurana Achal Dave Deva Ramanan 70 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 109 18 0 11 Dec 2020
Robust Consistent Video Depth Estimation Johannes Kopf Xuejian Rong Jia-Bin Huang MDE 197 170 0 10 Dec 2020
Sim2Real for Self-Supervised Monocular Depth and Segmentation N. Raghavan Punarjay Chakravarty Shubham Shrivastava 25 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 57 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 158 814 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 230 1,146 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 119 56 0 25 Nov 2020
RAIST: Learning Risk Aware Traffic Interactions via Spatio-Temporal Graph Convolutional Networks Videsh Suman Phu-Cuong Pham Aniket Bera GNN 45 4 0 17 Nov 2020
Real-Time Intermediate Flow Estimation for Video Frame Interpolation Zhewei Huang Tianyuan Zhang Wen Heng Boxin Shi Shuchang Zhou 133 206 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 99 14 0 09 Nov 2020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li Tingting Jiang Ming Jiang 71 135 0 09 Nov 2020
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model Julian Lienen Eyke Hüllermeier Ralph Ewerth Nils Nommensen 102 15 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 38 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 110 80 0 27 Aug 2020
Semantic View Synthesis Hsin-Ping Huang Hung-Yu Tseng Hsin-Ying Lee Jia-Bin Huang 236 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 46 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 40 0 0 19 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 80 70 0 04 Aug 2020