The references and materials for "Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis".
[https://arxiv.org/abs/2006.05612]
L. Khelifi and M. Mignotte.
Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis
IEEE Access
DOI: xxxx/ACCESS.2020.xxxx
vol. xx, pp. xxx-xxx, July 2020.
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Newly built construction detection in sar images using deep learning, Remote Sensing
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Forest Damage Assessment Using Deep Learning on High Resolution Remote Sensing Data, Remote Sensing
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End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet plus, Remote Sensing [code]
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GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection, IEEE Transactions on Geoscience and Remote Sensing
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Dual-Dense Convolution Network for Change Detection of High-Resolution Panchromatic Imagery, Applied Sciences-Basel [code]
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Detecting Large-Scale Urban Land Cover Changes from Very High Resolution Remote Sensing Images Using CNN-Based Classification , ISPRS International Journal of GeoInformation
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Multitask learning for large-scale semantic change detection, Computer Vision and Image Understanding
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The Spectral-Spatial Joint Learning for Change Detection in Multispectral Imagery, Remote Sensing
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Change detection between multimodal remote sensing data using siamese CNN, Arxiv
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Sar image change detection based on deep denoising and cnn, IET Image Processing
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Fusion Network for Change Detection of High-Resolution Panchromatic Imagery, Applied Sciences-Basel
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Feature-level change detection using deep representation and feature change analysis for multispectral imagery, IEEE Geoscience and Remote Sensing Letters
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Deep learning and mapping based ternary change detection for information unbalanced images, Pattern Recognition
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Change detection in sar images based on deep semi-nmf and svd networks, Remote Sensing
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Feature learning and change feature classification based on deep learning for ternary change detection in sar images, ISPRS Journal of Photogrammetry and Remote Sensing
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Deep learning and superpixel feature extraction based on contractive autoencoder for change detection in sar images, IEEE Transactions on Industrial Informatics
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A generative discriminatory classified network for change detection in multispectral imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Saliency-guided deep neural networks for sar image change detection, EEE Transactions on Geo-science and Remote Sensing
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Unsupervised deep noise modeling for hyperspectral image change detection, Remote Sensing
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Automatic building change image quality assessment in high resolution remote sensing based on deep learning, Journal of Visual Communication and Image Representation
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Change detection based on deep features and low rank, IEEE Geoscience and Remote Sensing Letters
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Sample selection based change detection with dilated network learning in remote sensing images, Sensing and Imaging
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Triplet-based semantic relation learning for aerial remote sensing image change detection, IEEE Geoscience and Remote Sensing Letters
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Dual learning-based siamese framework for change detection using bi-temporal vhr optical remote sensing images, Remote Sensing
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Transferred deep learning for sea ice change detection from synthetic-aperture radar images, IEEE Geoscience and Remote Sensing Letters [code]
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Transferred deep learning-based change detection in remote sensing images, IEEE Transactions on Geoscience and Remote Sensing