Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding

27 June 2018

Zhenheng Yang

Peng Wang

Papers citing "Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding"

21 / 21 papers shown

Title
MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion Junyi Zhang Charles Herrmann Junhwa Hur Varun Jampani Trevor Darrell Forrester Cole Deqing Sun Ming Yang VGen 83 70 0 04 Oct 2024
DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost Volume Xingyu Miao Yang Bai Haoran Duan Yawen Huang Fan Wan Xinxing Xu Yang Long Yefeng Zheng MDE 16 16 0 14 Aug 2023
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer Chaoqiang Zhao Youming Zhang Matteo Poggi Fabio Tosi Xianda Guo Zheng Zhu Guan Huang Yang Tang S. Mattoccia ViT MDE 29 174 0 06 Aug 2022
Learning Optical Flow, Depth, and Scene Flow without Real-World Labels Vitor Campagnolo Guizilini Kuan-Hui Lee Rares Ambrus Adrien Gaidon SSL 3DPC MDE 33 44 0 28 Mar 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 13 3 0 21 Jan 2022
Depth360: Self-supervised Learning for Monocular Depth Estimation using Learnable Camera Distortion Model Noriaki Hirose Kosuke Tahara MDE 21 4 0 20 Oct 2021
StructDepth: Leveraging the structural regularities for self-supervised indoor depth estimation Boying Li Yuan Huang Zeyu Liu Danping Zou Wenxian Yu MDE 15 51 0 19 Aug 2021
Self-Supervised Multi-Frame Monocular Scene Flow Junhwa Hur Stefan Roth MDE 18 48 0 05 May 2021
PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss J. P. Bello Munchurl Kim 3DV MDE 32 47 0 12 Mar 2021
Variational Monocular Depth Estimation for Reliability Prediction Noriaki Hirose S. Taguchi Keisuke Kawano Satoshi Koide MDE 26 4 0 24 Nov 2020
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Yang Jiao T. Tran Guangming Shi 29 33 0 16 Nov 2020
DeepLiDARFlow: A Deep Learning Architecture For Scene Flow Estimation Using Monocular Camera and Sparse LiDAR Rishav Rishav Ramy Battrawy René Schuster Oliver Wasenmüller D. Stricker 3DPC 16 32 0 18 Aug 2020
$S^3$ Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Bin Cheng Inderjot Singh Saggu Raunak Shah G. Bansal Dinesh Bharadia MDE 23 25 0 28 Jul 2020
Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner Jan-Aike Termöhlen Jonas Mikolajczyk Tim Fingscheidt MDE 33 317 0 14 Jul 2020
Moving Indoor: Unsupervised Video Depth Learning in Challenging Environments Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 16 63 0 20 Oct 2019
Unsupervised High-Resolution Depth Learning From Videos With Dual Networks Junsheng Zhou Yuwang Wang K. Qin Wenjun Zeng MDE 21 71 0 20 Oct 2019
Unsupervised Monocular Depth and Ego-motion Learning with Structure and Semantics Vincent Casser S. Pirk R. Mahjourian A. Angelova MDE 6 102 0 12 Jun 2019
Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation Andrea Pilzer Stéphane Lathuilière N. Sebe Elisa Ricci MDE 17 135 0 11 Mar 2019
Unsupervised Learning of Monocular Depth Estimation with Bundle Adjustment, Super-Resolution and Clip Loss Lipu Zhou Jiamin Ye Montiel Abello Shengze Wang Michael Kaess MDE 21 27 0 08 Dec 2018
Multi-body Non-rigid Structure-from-Motion Suryansh Kumar Yuchao Dai Hongdong Li 24 46 0 15 Jul 2016
Designing Deep Networks for Surface Normal Estimation X. Wang David Fouhey Abhinav Gupta 3DV SSL 154 353 0 18 Nov 2014