Plugging Self-Supervised Monocular Depth into Unsupervised Domain
Adaptation for Semantic Segmentation

Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation

13 October 2021

Adriano Cardace

Pierluigi Zama Ramirez

Luigi Di Stefano

ArXiv (abs)PDF HTML Github (6★)

Papers citing "Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation"

12 / 12 papers shown

Title
Energy-based Domain-Adaptive Segmentation with Depth Guidance Jinjin Zhu Zhedong Hu Tae-Kyun Kim Lin Wang MDE 55 2 0 06 Feb 2024
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Mu Chen Zhedong Zheng Yi Yang 3DV 141 7 0 21 Nov 2023
Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image Fusion Xilai Li Xiaosong Li Tao Ye Xiaoqi Cheng Wuyang Liu Haishu Tan 49 6 0 03 Nov 2023
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 78 8 0 21 Sep 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 83 12 0 02 May 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 88 36 0 24 Apr 2023
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 106 12 0 06 Apr 2023
Fully Self-Supervised Depth Estimation from Defocus Clue Haozhe Si Bin Zhao Dong Wang Yupeng Gao Mulin. Chen Zhigang Wang Xuelong Li 103 17 0 19 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 49 2 0 08 Mar 2023
Source-free Depth for Object Pop-out Zongwei Wu D. Paudel Deng-Ping Fan Jingjing Wang Shuo Wang C. Demonceaux Radu Timofte Luc Van Gool 92 49 0 10 Dec 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation Boon Peng Yap B. Ng MedIm 65 2 0 01 Oct 2022
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth Estimation Kira Maag Matthias Rottmann 59 3 0 07 Jul 2022