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[HTML][HTML] Land cover maps production with high resolution satellite image time series and convolutional neural networks: Adaptations and limits for operational systems
The Sentinel-2 satellite mission offers high resolution multispectral time-series image data,
enabling the production of detailed land cover maps globally. When map** large …
enabling the production of detailed land cover maps globally. When map** large …
Deep learning for processing and analysis of remote sensing big data: A technical review
In recent years, the rapid development of Earth observation technology has produced an
increasing growth in remote sensing big data, posing serious challenges for effective and …
increasing growth in remote sensing big data, posing serious challenges for effective and …
Land use land cover classification of remote sensing images based on the deep learning approaches: a statistical analysis and review
Over the last few years, deep learning (DL) techniques have gained popularity and have
become the new standard for data processing in remote sensing analysis. Deep learning …
become the new standard for data processing in remote sensing analysis. Deep learning …
Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images
Semantic segmentation of remote sensing images is an important but unsolved problem in
the remote sensing society. Advanced image semantic segmentation models, such as …
the remote sensing society. Advanced image semantic segmentation models, such as …