Code-Aligned Autoencoders for Unsupervised Change Detection in
Multimodal Remote Sensing Images

Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images

15 April 2020

Michael C. Kampffmeyer

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Papers citing "Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images"

14 / 14 papers shown

Title
Cross-modal Offset-guided Dynamic Alignment and Fusion for Weakly Aligned UAV Object Detection Liu Zongzhen Luo Hui Wang Zhixing Wei Yuxing Zuo Haorui Zhang Jianlin 9 0 0 20 Jun 2025
A Decade of Deep Learning for Remote Sensing Spatiotemporal Fusion: Advances, Challenges, and Opportunities Enzhe Sun Yongchuan Cui Peng Liu Jining Yan 81 1 0 01 Apr 2025
Cross-Domain Separable Translation Network for Multimodal Image Change Detection Tao Zhan Yuanyuan Zhu Jie Lan Qianlong Dang 38 1 0 23 Jul 2024
Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training Chengyang Zhang Weiming Li Gang Li Huina Song Zhaohui Song Xueqian Wang Antonio Plaza 91 0 0 03 May 2024
CtxMIM: Context-Enhanced Masked Image Modeling for Remote Sensing Image Understanding Mingming Zhang Qingjie Liu Yunhong Wang 96 6 0 28 Sep 2023
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation Qingsong Xu Yilei Shi Jianhua Guo Chao Ouyang Xiao Xiang Zhu 56 25 0 02 Aug 2023
Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review Guangliang Cheng Yun-Min Huang Xiangtai Li Shuchang Lyu Zhaoyang Xu Qi Zhao Shiming Xiang 80 81 0 09 May 2023
Unsupervised CD in satellite image time series by contrastive learning and feature tracking Yuxing Chen Lorenzo Bruzzone SSL 27 4 0 22 Apr 2023
NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images Weiming Li Xueqian Wang Gang Li 70 3 0 30 Mar 2023
Unsupervised Flood Detection on SAR Time Series Ritu Yadav A. Nascetti Hossein Azizpour Y. Ban 63 8 0 07 Dec 2022
Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning Hongruixuan Chen Naoto Yokoya Chen Wu Bo Du 94 54 0 03 Oct 2022
IDET: Iterative Difference-Enhanced Transformers for High-Quality Change Detection Qingle Guo Ruofei Wang Rui Huang Wei Fan Yuxiang Zhang 60 16 0 15 Jul 2022
Towards Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping Jorgen A. Agersborg L. Luppino S. N. Anfinsen J. U. Jepsen 18 5 0 28 Feb 2022
Self-supervised Remote Sensing Images Change Detection at Pixel-level Yuxing Chen Lorenzo Bruzzone SSL 110 18 0 18 May 2021