Unsupervised Monocular Depth Learning in Dynamic Scenes

30 October 2020

Hang Zhao

Papers citing "Unsupervised Monocular Depth Learning in Dynamic Scenes"

30 / 30 papers shown

Title
PMPNet: Pixel Movement Prediction Network for Monocular Depth Estimation in Dynamic Scenes Kebin Peng John Quarles Kevin Desai MDE 57 0 0 04 Nov 2024
Human Insights Driven Latent Space for Different Driving Perspectives: A Unified Encoder for Efficient Multi-Task Inference Huy-Dung Nguyen Anass Bairouk Mirjana Maras Wei Xiao Tsun-Hsuan Wang Patrick Chareyre Ramin Hasani Marc Blanchon Daniela Rus 49 1 0 16 Sep 2024
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion Sungmin Woo Wonjoon Lee Woo Jin Kim Dogyoon Lee Sangyoun Lee MDE 20 3 0 12 Jul 2024
DCPI-Depth: Explicitly Infusing Dense Correspondence Prior to Unsupervised Monocular Depth Estimation Mengtan Zhang Yi Feng Qijun Chen Rui Fan MDE 43 5 0 27 May 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 52 2 0 22 Apr 2024
The Devil is in the Edges: Monocular Depth Estimation with Edge-aware Consistency Fusion Pengzhi Li Yikang Ding Haohan Wang Chengshuai Tang Zhiheng Li MDE 46 1 0 30 Mar 2024
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation Youhong Wang Yunji Liang Hao Xu Shaohui Jiao Hongkai Yu MDE 25 33 0 01 Sep 2023
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 21 16 0 14 Aug 2023
Background Prompting for Improved Object Depth Manel Baradad Yuanzhen Li Forrester Cole Michael Rubinstein Antonio Torralba William T. Freeman Varun Jampani VLM MDE 19 1 0 08 Jun 2023
Improving Neural Radiance Fields with Depth-aware Optimization for Novel View Synthesis Shu Chen Jun-ye Li Yang Zhang Beiji Zou 25 5 0 11 Apr 2023
Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes Jiquan Zhong Xiaolin Huang Xiao-Wei Yu MDE 32 4 0 26 Mar 2023
Dyna-DepthFormer: Multi-frame Transformer for Self-Supervised Depth Estimation in Dynamic Scenes Songchun Zhang Chunhui Zhao ViT MDE 28 4 0 14 Jan 2023
CbwLoss: Constrained Bidirectional Weighted Loss for Self-supervised Learning of Depth and Pose Fei Wang Jun Cheng Penglei Liu SSL 28 4 0 12 Dec 2022
The Monocular Depth Estimation Challenge Jaime Spencer Chao Qian Chris Russell Simon Hadfield E. Graf ... Fabio Tosi Hao Wang Youming Zhang Yusheng Zhang Chaoqiang Zhao MDE 22 20 0 22 Nov 2022
SC-DepthV3: Robust Self-supervised Monocular Depth Estimation for Dynamic Scenes Libo Sun Jiawang Bian Huangying Zhan Wei Yin Ian Reid Chunhua Shen MDE 21 55 0 07 Nov 2022
Mapping the ocular surface from monocular videos with an application to dry eye disease grading Ikram Brahim M. Lamard A. Benyoussef Pierre-Henri Conze B. Cochener D. Cornec G. Quellec 21 0 0 02 Sep 2022
Crafting Monocular Cues and Velocity Guidance for Self-Supervised Multi-Frame Depth Learning Xiaofen Wang Zheng Zhu Guan Huang Xu Chi Yun Ye Ziwei Chen Xingang Wang MDE 32 19 0 19 Aug 2022
Self-Supervised Depth Estimation with Isometric-Self-Sample-Based Learning Geonho Cha Hoyong Jang Dongyoon Wee 13 1 0 20 May 2022
Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video D. Mandal Abhilash Jain MDE 18 1 0 19 May 2022
Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth Ziyue Feng Liang Yang Longlong Jing Haiyan Wang Yingli Tian Bing Li MDE 26 62 0 29 Mar 2022
LocalBins: Improving Depth Estimation by Learning Local Distributions S. Bhat Ibraheem Alhashim Peter Wonka MDE 30 99 0 28 Mar 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
3D Hierarchical Refinement and Augmentation for Unsupervised Learning of Depth and Pose from Monocular Video Guangming Wang Jiquan Zhong Shijie Zhao Wenhua Wu Zhe Liu Hesheng Wang MDE 32 21 0 06 Dec 2021
The Temporal Opportunist: Self-Supervised Multi-Frame Monocular Depth Jamie Watson Oisin Mac Aodha V. Prisacariu Gabriel J. Brostow Michael Firman MDE 34 264 0 29 Apr 2021
Revisiting Self-Supervised Monocular Depth Estimation Ue-Hwan Kim Jong-Hwan Kim SSL MDE 36 7 0 23 Mar 2021
Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth Prediction Wei Yin Yifan Liu Chunhua Shen MDE 22 72 0 07 Mar 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Seokju Lee Sunghoon Im Stephen Lin In So Kweon 3DV MDE 14 87 0 04 Feb 2021
Unsupervised Monocular Depth Reconstruction of Non-Rigid Scenes Ayca Takmaz D. Paudel Thomas Probst Ajad Chhatkuli Martin R. Oswald Luc Van Gool MDE 18 2 0 31 Dec 2020
Robust Consistent Video Depth Estimation Johannes Kopf Xuejian Rong Jia-Bin Huang MDE 37 162 0 10 Dec 2020
Designing Deep Networks for Surface Normal Estimation Xinyu Wang David Fouhey Abhinav Gupta 3DV SSL 167 353 0 18 Nov 2014