无监督变化检测(change detection)

淳于亦
2023-12-01

** 小白最近刚开始接触变化检测(change detection),把看的论文总结一下。网上关于变化检测最多的就是遥感图像,无监督、完全监督、弱监督、半监督都有变化检测的身影,本篇博客主要针对的是无监督变化检测。**
论文1:
Generative Adversarial Networks for Change Detection in Multispectral Imagery, 2017, doi: 10.1109/LGRS.2017.2762694
论文2:
A Generative Discriminatory Classified Network for Change Detection in Multispectral Imagery, 2019. doi:10.1109/JSTARS.2018.2887108
论文3:
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Image, 2020. doi: arXiv:2004.07011
论文4:
Change Detection in Synthetic Aperture Radar Images Using a Dual-Domain Network, 2021. doi: arXiv:2104.06699
论文5:
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data, 2021. arXiv:2103.16607
论文6:(综述)
Change Detection Based on Artificial Intelligence: State-of-the-Art and Challenges, 2020. doi:10.3390/rs12101688
论文7:(综述)
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis, 2020. doi:10.1109/ACCESS.2020.3008036

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