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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 / 1,081 papers shown

Title
PlaneFormers: From Sparse View Planes to 3D Reconstruction Samir Agarwala Linyi Jin C. Rockwell David Fouhey 103 28 0 08 Aug 2022
Globally Consistent Video Depth and Pose Estimation with Efficient Test-Time Training Yao-Chih Lee Kuan-Wei Tseng Guan-Sheng Chen Chu-Song Chen TTA MDE 75 4 0 04 Aug 2022
Less is More: Consistent Video Depth Estimation with Masked Frames Modeling Yiran Wang Zhiyu Pan Xingyi Li Zhiguo Cao Ke Xian Jianming Zhang 73 29 0 31 Jul 2022
Towards Domain-agnostic Depth Completion Guangkai Xu Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Simon Chen Jia-Wang Bian VLM MDE 61 7 0 29 Jul 2022
Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Andrei Ambrus G. Shakhnarovich Matthew R. Walter Adrien Gaidon 3DV MDE 92 15 0 28 Jul 2022
InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single Images Zhengqi Li Qianqian Wang Noah Snavely Angjoo Kanazawa VGen 107 63 0 22 Jul 2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos Yunhui Han Kunming Luo Ao Luo Jiangyu Liu Haoqiang Fan G. Luo Shuaicheng Liu 80 23 0 22 Jul 2022
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision Caleb Tung Abhinav Goel Xiao Hu Nick Eliopoulos Emmanuel S. Amobi George K. Thiruvathukal Vipin Chaudhary Yu Lu 37 3 0 21 Jul 2022
Contributions of Shape, Texture, and Color in Visual Recognition Yunhao Ge Yao Xiao Zhi-Qin John Xu Xingyu Wang Laurent Itti 3DH 62 27 0 19 Jul 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Yang Liu 145 65 0 19 Jul 2022
MonoIndoor++:Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments Runze Li Pan Ji Yi Tian Xu B. Bhanu MDE 78 23 0 18 Jul 2022
Revisiting PatchMatch Multi-View Stereo for Urban 3D Reconstruction M. Orsingher P. Zani P. Medici Massimo Bertozzi 3DV 72 5 0 18 Jul 2022
Egocentric Scene Understanding via Multimodal Spatial Rectifier Tien Do Khiem Vuong Hyunjong Park EgoV 52 4 0 14 Jul 2022
BlindSpotNet: Seeing Where We Cannot See Taichi Fukuda Kotaro Hasegawa Shinya Ishizaki S. Nobuhara Ko Nishino 58 4 0 08 Jul 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 68 0 0 01 Jul 2022
Monocular Depth Decomposition of Semi-Transparent Volume Renderings Dominik Engel Sebastian Hartwig Timo Ropinski MDE 84 1 0 27 Jun 2022
BokehMe: When Neural Rendering Meets Classical Rendering Juewen Peng Zhiguo Cao Xianrui Luo Hao Lu Ke Xian Jianming Zhang 78 46 0 25 Jun 2022
Optimal and Robust Category-level Perception: Object Pose and Shape Estimation from 2D and 3D Semantic Keypoints Jingang Shi Heng Yang Luca Carlone 3DPC 3DV 87 13 0 24 Jun 2022
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications Rohit Choudhary Mansi Sharma V. UmaT. Rithvik Anil 3DV 30 1 0 21 Jun 2022
IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes Rui Zhu Zhengqin Li J. Matai Fatih Porikli Manmohan Chandraker ViT 106 47 0 16 Jun 2022
FWD: Real-time Novel View Synthesis with Forward Warping and Depth Ang Cao C. Rockwell Justin Johnson 87 51 0 16 Jun 2022
Layered Depth Refinement with Mask Guidance Seunggeun Kim Jianming Zhang Simon Niklaus Yifei Fan Simon Chen Zhe Lin Munchurl Kim 91 9 0 07 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 137 466 0 01 Jun 2022
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models J. L. Gómez Gabriel Villalonga Antonio M. López 98 12 0 31 May 2022
Multi-Task Learning with Multi-Query Transformer for Dense Prediction Yangyang Xu Xiangtai Li Haobo Yuan Yibo Yang Lefei Zhang ViT 166 49 0 28 May 2022
Single-View View Synthesis in the Wild with Learned Adaptive Multiplane Images Yuxuan Han Ruicheng Wang Jiaolong Yang 3DV 231 66 0 24 May 2022
Towards Deeper Understanding of Camouflaged Object Detection Yun-Qiu Lv Jing Zhang Yuchao Dai Aixuan Li Nick Barnes Deng-Ping Fan 183 50 0 23 May 2022
Towards Robust Low Light Image Enhancement Sara Aghajanzadeh David A. Forsyth 46 2 0 17 May 2022
StyLandGAN: A StyleGAN based Landscape Image Synthesis using Depth-map Gun-Hee Lee Jonghwa Yim Chanran Kim Min-Jung Kim GAN MDE 94 1 0 13 May 2022
3D Moments from Near-Duplicate Photos Qianqian Wang Zhengqi Li D. Salesin Noah Snavely Brian L. Curless Janne Kontkanen 3DH DiffM VGen 102 19 0 12 May 2022
Salient Object Detection via Bounding-box Supervision Mengqi He Jing Zhang Wenxin Yu 57 1 0 11 May 2022
Is my Depth Ground-Truth Good Enough? HAMMER -- Highly Accurate Multi-Modal Dataset for DEnse 3D Scene Regression Hyunjun Jung Patrick Ruhkamp Guangyao Zhai Nikolas Brasch Yitong Li ... Yiren Zhou Anil Armagan Slobodan Ilic A. Leonardis Benjamin Busam 3DV MDE 85 13 0 09 May 2022
Cross-view Transformers for real-time Map-view Semantic Segmentation Brady Zhou Philipp Krahenbuhl ViT 118 282 0 05 May 2022
Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos Samia Shafique Bailey Kong Shu Kong Charless C. Fowlkes 38 3 0 04 May 2022
GeoRefine: Self-Supervised Online Depth Refinement for Accurate Dense Mapping Pan Ji Qingan Yan Yuxin Ma Yi Tian Xu MDE 97 11 0 03 May 2022
Investigating Neural Architectures by Synthetic Dataset Design Adrien Courtois Jean-Michel Morel Pablo Arias 74 4 0 23 Apr 2022
Revealing Occlusions with 4D Neural Fields Basile Van Hoorick Purva Tendulkar Dídac Surís Dennis Park Simon Stent Carl Vondrick 74 16 0 22 Apr 2022
OutCast: Outdoor Single-image Relighting with Cast Shadows David J. Griffiths Tobias Ritschel Julien Philip 88 24 0 20 Apr 2022
An Energy-Based Prior for Generative Saliency Jing Zhang Jianwen Xie Nick Barnes Ping Li 106 3 0 19 Apr 2022
Event-aided Direct Sparse Odometry Javier Hidalgo-Carrió Guillermo Gallego Davide Scaramuzza 89 97 0 15 Apr 2022
Does depth estimation help object detection? Bedrettin Çetinkaya Sinan Kalkan Emre Akbas 3DPC MDE 45 3 0 13 Apr 2022
NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night XueQing Deng Peng Wang Xiaochen Lian Shawn D. Newsam 108 36 0 12 Apr 2022
Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows Shengqing Liu Xiaohan Nie Raffay Hamid 118 16 0 05 Apr 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Daniel Gehrig Alexander Liniger Luc Van Gool MDE 90 131 0 05 Apr 2022
Monitoring social distancing with single image depth estimation Alessio Mingozzi Andrea Conti Filippo Aleotti Matteo Poggi S. Mattoccia 120 2 0 04 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 148 282 0 04 Apr 2022
Improving Monocular Visual Odometry Using Learned Depth Libo Sun Wei Yin Enze Xie Zhengrong Li Changming Sun Chunhua Shen MDE 91 26 0 04 Apr 2022
Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature Zhixiang Wang Xiang Ji Jia-Bin Huang Shiníchi Satoh Xiaoping Zhou Yinqiang Zheng 70 11 0 03 Apr 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 107 31 0 29 Mar 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 75 105 0 28 Mar 2022