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
StyLandGAN: A StyleGAN based Landscape Image Synthesis using Depth-map Gun-Hee Lee Jonghwa Yim Chanran Kim Min-Jung Kim GAN MDE 39 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 48 19 0 12 May 2022
Salient Object Detection via Bounding-box Supervision Mengqi He Jing Zhang Wenxin Yu 24 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 39 13 0 09 May 2022
Cross-view Transformers for real-time Map-view Semantic Segmentation Brady Zhou Philipp Krahenbuhl ViT 33 271 0 05 May 2022
Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos Samia Shafique Bailey Kong Shu Kong Charless C. Fowlkes 11 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 36 11 0 03 May 2022
Investigating Neural Architectures by Synthetic Dataset Design Adrien Courtois Jean-Michel Morel Pablo Arias 25 4 0 23 Apr 2022
Revealing Occlusions with 4D Neural Fields Basile Van Hoorick Purva Tendulkar Dídac Surís Dennis Park Simon Stent Carl Vondrick 32 16 0 22 Apr 2022
OutCast: Outdoor Single-image Relighting with Cast Shadows David J. Griffiths Tobias Ritschel Julien Philip 38 21 0 20 Apr 2022
An Energy-Based Prior for Generative Saliency Jing Zhang Jianwen Xie Nick Barnes Ping Li 48 3 0 19 Apr 2022
Event-aided Direct Sparse Odometry Javier Hidalgo-Carrió Guillermo Gallego Davide Scaramuzza 35 94 0 15 Apr 2022
Does depth estimation help object detection? Bedrettin Çetinkaya Sinan Kalkan Emre Akbas 3DPC MDE 28 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 41 35 0 12 Apr 2022
Depth-Guided Sparse Structure-from-Motion for Movies and TV Shows Shengqing Liu Xiaohan Nie Raffay Hamid 20 16 0 05 Apr 2022
P3Depth: Monocular Depth Estimation with a Piecewise Planarity Prior Vaishakh Patil Daniel Gehrig Alexander Liniger Luc Van Gool MDE 19 128 0 05 Apr 2022
Monitoring social distancing with single image depth estimation Alessio Mingozzi Andrea Conti Filippo Aleotti Matteo Poggi S. Mattoccia 36 2 0 04 Apr 2022
MultiMAE: Multi-modal Multi-task Masked Autoencoders Roman Bachmann David Mizrahi Andrei Atanov Amir Zamir 49 265 0 04 Apr 2022
Improving Monocular Visual Odometry Using Learned Depth Libo Sun Wei Yin Enze Xie Zhengrong Li Changming Sun Chunhua Shen MDE 29 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 33 11 0 03 Apr 2022
CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters Paul Gavrikov J. Keuper AAML 24 31 0 29 Mar 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 35 100 0 28 Mar 2022
Learning Graph Regularisation for Guided Super-Resolution Riccardo de Lutio Alexander Becker Stefano Dáronco S. Russo Jan Dirk Wegner Konrad Schindler SupR 25 36 0 27 Mar 2022
On the Viability of Monocular Depth Pre-training for Semantic Segmentation Dong Lao Fengyu Yang Daniel Wang Hyoungseob Park Samuel Lu Alex Wong Stefano Soatto MDE 31 0 0 26 Mar 2022
Learning to generate line drawings that convey geometry and semantics Caroline Chan F. Durand Phillip Isola GAN 31 89 0 23 Mar 2022
CroMo: Cross-Modal Learning for Monocular Depth Estimation Yannick Verdié Jifei Song Barnabé Mas Benjamin Busam Alevs Leonardis Jingyu Sun MDE 27 15 0 23 Mar 2022
Depth-aware Neural Style Transfer using Instance Normalization E. Ioannou S. Maddock 27 14 0 17 Mar 2022
X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Yinan He Gengshi Huang Siyu Chen Jianing Teng Wang Kun Zhen-fei Yin Lu Sheng Ziwei Liu Yu Qiao Jing Shao VLM SSL ViT 43 7 0 16 Mar 2022
SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning Jaehoon Choi Dongki Jung Yonghan Lee Deok-Won Kim Tianyi Zhou Donghwan Lee MDE SSL 29 5 0 10 Mar 2022
NeRFocus: Neural Radiance Field for 3D Synthetic Defocus Yinhuai Wang Shu-Yi Yang Yu Fei Hu Jian Zhang 25 11 0 10 Mar 2022
Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu 29 21 0 09 Mar 2022
ChiTransformer:Towards Reliable Stereo from Cues Qing Su Shihao Ji MDE ViT 23 12 0 09 Mar 2022
Monocular Depth Distribution Alignment with Low Computation Fei Sheng Feng Xue Yicong Chang Wenteng Liang Anlong Ming MDE 20 9 0 09 Mar 2022
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation Peng Li Jiayin Zhao Jingyao Wu Chao Deng Haoqian Wang Tao Yu 26 19 0 04 Mar 2022
3D Common Corruptions and Data Augmentation Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 53 107 0 02 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 20 20 0 28 Feb 2022
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance Yuki Fujimura M. Iiyama Takuya Funatomi Y. Mukaigawa 22 6 0 26 Feb 2022
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering A. Cherian Chiori Hori Tim K. Marks Jonathan Le Roux 24 35 0 18 Feb 2022
3D-Aware Indoor Scene Synthesis with Depth Priors Zifan Shi Yujun Shen Jiapeng Zhu Dit-Yan Yeung Qifeng Chen GAN MDE 30 36 0 17 Feb 2022
360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network Qi Feng Hubert P. H. Shum Shigeo Morishima 3DPC MDE 22 24 0 16 Feb 2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani ViT MDE 36 49 0 07 Feb 2022
StandardSim: A Synthetic Dataset For Retail Environments Cristina Mata Nick Locascio Mohammed Azeem Sheikh Kenny Kihara Daniel L. Fischetti 29 9 0 04 Feb 2022
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings Wei Yin Yifan Liu Chunhua Shen Baichuan Sun Anton Van Den Hengel VLM 28 11 0 04 Feb 2022
Towards 3D Scene Reconstruction from Locally Scale-Aligned Monocular Video Depth Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengyu Wu Fengshang Zhao MDE 24 9 0 03 Feb 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 15 3 0 21 Jan 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi Laurens van der Maaten Armand Joulin Ishan Misra 229 226 0 20 Jan 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 26 33 0 15 Jan 2022
Maximizing Self-supervision from Thermal Image for Effective Self-supervised Learning of Depth and Ego-motion Ukcheol Shin Kyunghyun Lee Byeong-uk Lee In So Kweon MDE 15 16 0 12 Jan 2022
End-to-end lossless compression of high precision depth maps guided by pseudo-residual Yuyang Wu Wei Gao 25 4 0 10 Jan 2022
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation Zhitong Xiong Wei Huang Jingtao Hu Xiao Xiang Zhu 27 20 0 30 Dec 2021