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View article: CAGFNet: A Cross-Attention Image-Guided Fusion Network for Disparity Estimation of High-Resolution Satellite Stereo Images
CAGFNet: A Cross-Attention Image-Guided Fusion Network for Disparity Estimation of High-Resolution Satellite Stereo Images Open
Disparity estimation in high-resolution satellite stereo images is a critical task in remote sensing and photogrammetry. However, significant challenges arise due to the complexity of satellite stereo image scenes and the dynamic variation…
View article: Research on the Optimization of Multi-Class Land Cover Classification Using Deep Learning with Multispectral Images
Research on the Optimization of Multi-Class Land Cover Classification Using Deep Learning with Multispectral Images Open
With the advancement of artificial intelligence, deep learning has become instrumental in land cover classification. While there has been a notable emphasis on refining model structures to improve classification accuracy, it is imperative …
View article: TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model
TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model Open
Landslides are one of the most destructive natural disasters in the world, posing a serious threat to human life and safety. The development of foundation models has provided a new research paradigm for large-scale landslide detection. The…
View article: Remote Sensing Extraction of Lakes on the Tibetan Plateau Based on the Google Earth Engine and Deep Learning
Remote Sensing Extraction of Lakes on the Tibetan Plateau Based on the Google Earth Engine and Deep Learning Open
Lakes are an important component of global water resources. In order to achieve accurate lake extractions on a large scale, this study takes the Tibetan Plateau as the study area and proposes an Automated Lake Extraction Workflow (ALEW) ba…