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 / 1,054 papers shown

Title
Low Light Video Enhancement by Learning on Static Videos with Cross-Frame Attention Shivam Chhirolya Sameer Malik R. Soundararajan 45 7 0 09 Oct 2022
TRADE: Object Tracking with 3D Trajectory and Ground Depth Estimates for UAVs Pedro F. Proença Patrick Spieler Robert A. Hewitt J. Delaune 33 2 0 07 Oct 2022
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator Zifan Shi Yinghao Xu Yujun Shen Deli Zhao Qifeng Chen Dit-Yan Yeung 95 20 0 30 Sep 2022
DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image Yijin Li Xinyang Liu Wenqian Dong Han Zhou Hujun Bao Guofeng Zhang Yinda Zhang Zhaopeng Cui 45 26 0 27 Sep 2022
UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots Boxiao Yu Jiayi Wu M. Islam MDE 15 37 0 26 Sep 2022
wildNeRF: Complete view synthesis of in-the-wild dynamic scenes captured using sparse monocular data Shuja Khalid Frank Rudzicz 35 3 0 20 Sep 2022
SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity T. Haucke H. Kühl Volker Steinhage 39 11 0 19 Sep 2022
TODE-Trans: Transparent Object Depth Estimation with Transformer Kan Chen Shaochen Wang Beihao Xia Dongxu Li Zheng Kan Bin Li ViT 27 15 0 18 Sep 2022
Bridging Implicit and Explicit Geometric Transformation for Single-Image View Synthesis Byeongjun Park Hyojun Go Changick Kim 3DV 45 6 0 15 Sep 2022
MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report W. Sun Qingpeng Zhu Chongyi Li Ruicheng Feng Shangchen Zhou Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 25 9 0 15 Sep 2022
A Benchmark and a Baseline for Robust Multi-view Depth Estimation Philipp Schroppel J. Bechtold Artemij Amiranashvili Thomas Brox 3DV 24 18 0 13 Sep 2022
BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation Fu-En Wang Yu-Hsuan Yeh Yi-Hsuan Tsai Wei-Chen Chiu Min Sun MDE 31 32 0 07 Sep 2022
SimpleRecon: 3D Reconstruction Without 3D Convolutions Mohamed Sayed J. Gibson Jamie Watson V. Prisacariu Michael Firman Clément Godard 3DV 38 87 0 31 Aug 2022
SphereDepth: Panorama Depth Estimation from Spherical Domain Q. Yan Qiang-qiang Wang Kaiyong Zhao Bo Li Xiaowen Chu F. Deng MDE 34 2 0 29 Aug 2022
Towards Accurate Reconstruction of 3D Scene Shape from A Single Monocular Image Wei Yin Jianming Zhang Oliver Wang Simon Niklaus Simon Chen Yifan Liu Chunhua Shen MDE 40 44 0 28 Aug 2022
Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction Tong Wu Jiaqi Wang Xingang Pan Xudong Xu Christian Theobalt Ziwei Liu Dahua Lin 35 99 0 26 Aug 2022
Bokeh-Loss GAN: Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh Brian Lee Fei Lei Huaijin Chen Alexis Baudron MDE 21 6 0 25 Aug 2022
Multimodal Across Domains Gaze Target Detection Francesco Tonini Cigdem Beyan Elisa Ricci 3DPC 31 20 0 23 Aug 2022
Depth Map Decomposition for Monocular Depth Estimation Jinyoung Jun Jae-Han Lee Chulwoo Lee Chang-Su Kim MDE 39 22 0 23 Aug 2022
Representation Learning for the Automatic Indexing of Sound Effects Libraries Alison B. Ma Alexander Lerch 40 0 0 18 Aug 2022
The 8-Point Algorithm as an Inductive Bias for Relative Pose Prediction by ViTs C. Rockwell Justin Johnson David Fouhey ViT 27 42 0 18 Aug 2022
Pathway to Future Symbiotic Creativity Yi-Ting Guo Qi-fei Liu Jie Chen Wei Xue Jie Fu ... Fernando Rosas Jeffrey Shaw Xing Wu Jiji Zhang Jianliang Xu 34 0 0 18 Aug 2022
PlaneFormers: From Sparse View Planes to 3D Reconstruction Samir Agarwala Linyi Jin C. Rockwell David Fouhey 35 26 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 31 3 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 35 27 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 34 7 0 29 Jul 2022
Depth Field Networks for Generalizable Multi-view Scene Representation Vitor Campagnolo Guizilini Igor Vasiljevic Jiading Fang Rares Ambrus G. Shakhnarovich Matthew R. Walter Adrien Gaidon 3DV MDE 37 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 34 60 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 22 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 12 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 18 26 0 19 Jul 2022
ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild Wang Zhao Shaohui Liu Hengkai Guo Wenping Wang Yong-Jin Liu 35 63 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 21 22 0 18 Jul 2022
Revisiting PatchMatch Multi-View Stereo for Urban 3D Reconstruction M. Orsingher P. Zani P. Medici Massimo Bertozzi 3DV 37 5 0 18 Jul 2022
Egocentric Scene Understanding via Multimodal Spatial Rectifier Tien Do Khiem Vuong Hyunjong Park EgoV 30 4 0 14 Jul 2022
BlindSpotNet: Seeing Where We Cannot See Taichi Fukuda Kotaro Hasegawa Shinya Ishizaki S. Nobuhara Ko Nishino 29 4 0 08 Jul 2022
Recovering Detail in 3D Shapes Using Disparity Maps Marissa Ramirez de Chanlatte Matheus Gadelha Thibault Groueix R. Měch 34 0 0 01 Jul 2022
Monocular Depth Decomposition of Semi-Transparent Volume Renderings Dominik Engel Sebastian Hartwig Timo Ropinski MDE 28 1 0 27 Jun 2022
BokehMe: When Neural Rendering Meets Classical Rendering Juewen Peng Zhiguo Cao Xianrui Luo Hao Lu Ke Xian Jianming Zhang 24 44 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 28 12 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 26 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 48 46 0 16 Jun 2022
FWD: Real-time Novel View Synthesis with Forward Warping and Depth Ang Cao C. Rockwell Justin Johnson 39 50 0 16 Jun 2022
Layered Depth Refinement with Mask Guidance Seunggeun Kim Jianming Zhang Simon Niklaus Yifei Fan Simon Chen Zhe-nan Lin Munchurl Kim 31 8 0 07 Jun 2022
MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu Songyou Peng Michael Niemeyer Torsten Sattler Andreas Geiger 23 449 0 01 Jun 2022
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models J. L. Gómez Gabriel Villalonga Antonio M. López 21 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 33 45 0 28 May 2022
Single-View View Synthesis in the Wild with Learned Adaptive Multiplane Images Yuxuan Han Ruicheng Wang Jiaolong Yang 3DV 191 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 108 48 0 23 May 2022
Towards Robust Low Light Image Enhancement Sara Aghajanzadeh David A. Forsyth 30 2 0 17 May 2022