Self-Supervised Multisensor Change Detection

Self-Supervised Multisensor Change Detection

12 February 2021

Papers citing "Self-Supervised Multisensor Change Detection"

17 / 17 papers shown

Title
Self-supervised learning unveils change in urban housing from street-level images Steven Stalder Michele Volpi Nicolas Büttner Stephen Law K. Harttgen Esra Suel SSL 28 5 0 20 Sep 2023
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation Zhaoyang Zhang Zhen Ren Chao Tao Yunsheng Zhang Cheng-Shuang Peng Haifeng Li SSL 35 12 0 28 Jun 2023
DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model Xiangrong Zhang Shunli Tian Guanchun Wang Huiyu Zhou Licheng Jiao DiffM 50 6 0 21 May 2023
DC3DCD: unsupervised learning for multiclass 3D point cloud change detection Iris de Gélis Sébastien Lefèvre Thomas Corpetti 3DPC 24 5 0 09 May 2023
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding Dilxat Muhtar Xue-liang Zhang P. Xiao Zhenshi Li Feng-Xue Gu SSL 40 50 0 19 Apr 2023
Self-Supervised Multimodal Learning: A Survey Yongshuo Zong Oisin Mac Aodha Timothy M. Hospedales SSL 24 43 0 31 Mar 2023
Unsupervised Flood Detection on SAR Time Series Ritu Yadav A. Nascetti Hossein Azizpour Y. Ban 34 8 0 07 Dec 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 24 56 0 15 Nov 2022
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation Yi Wang Nassim Ait Ali Braham Zhitong Xiong Chenying Liu C. Albrecht Xiao Xiang Zhu 28 71 0 13 Nov 2022
Multimodal contrastive learning for remote sensing tasks Umang Jain Alex Wilson Varun Gulshan SSL 36 24 0 06 Sep 2022
Graph Signal Processing for Heterogeneous Change Detection Part I: Vertex Domain Filtering Yuli Sun Lin Lei Dongdong Guan Gangyao Kuang Li Liu 16 18 0 03 Aug 2022
HyperNet: Self-Supervised Hyperspectral Spatial-Spectral Feature Understanding Network for Hyperspectral Change Detection Meiqi Hu Chen Wu L. Zhang SSL 31 57 0 20 Jul 2022
Self-supervised Learning in Remote Sensing: A Review Yi Wang C. Albrecht Nassim Ait Ali Braham Lichao Mou Xiao Xiang Zhu 24 218 0 27 Jun 2022
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection Hao Chen Wenyuan Li Songhang Chen Zhenwei Shi 25 38 0 27 May 2022
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal Patrick Ebel Yajin Xu M. Schmitt Xiaoxiang Zhu 46 87 0 24 Jan 2022
Self-supervised Remote Sensing Images Change Detection at Pixel-level Yuxing Chen Lorenzo Bruzzone SSL 22 18 0 18 May 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020