DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow

DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow

5 April 2023

Konrad Schindler

ArXiv (abs)PDF HTML

Papers citing "DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow"

17 / 17 papers shown

Title
Unifying Flow, Stereo and Depth Estimation Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Feng Yu Dacheng Tao Andreas Geiger MDE 131 216 0 10 Nov 2022
GMFlow: Learning Optical Flow via Global Matching Haofei Xu Jing Zhang Jianfei Cai Hamid Rezatofighi Dacheng Tao 136 364 0 26 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 82 94 0 01 Nov 2021
Self-Supervised Multi-Frame Monocular Scene Flow Junhwa Hur Stefan Roth MDE 60 48 0 05 May 2021
Weakly Supervised Learning of Rigid 3D Scene Flow Zan Gojcic Or Litany A. Wieser Leonidas Guibas Tolga Birdal 3DPC 159 91 0 17 Feb 2021
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 270 2,651 0 26 Mar 2020
LiDAR-Flow: Dense Scene Flow Estimation from Sparse LiDAR and Stereo Images Ramy Battrawy René Schuster Oliver Wasenmüller Qing Rao D. Stricker 58 28 0 31 Oct 2019
Mono-SF: Multi-View Geometry Meets Single-View Depth for Monocular Scene Flow Estimation of Dynamic Traffic Scenes Fabian Brickwedde Steffen Abraham Rudolf Mester MDE 126 50 0 17 Aug 2019
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer René Ranftl Katrin Lasinger David Hafner Konrad Schindler V. Koltun MDE 226 1,805 0 02 Jul 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 306 5,790 0 26 Mar 2019
DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Yuliang Zou Zelun Luo Jia-Bin Huang MDE 72 477 0 05 Sep 2018
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 280 2,450 0 07 Sep 2017
Fast Multi-frame Stereo Scene Flow with Motion Segmentation Tatsunori Taniai Sudipta N. Sinha Yoichi Sato 59 45 0 05 Jul 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 500 14,384 0 02 Dec 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 157 2,888 0 13 Sep 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 275 18,298 0 02 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 278 8,464 0 23 Nov 2015