With the rapid development of remote sensing technology, road segmentation of high-resolution remote sensing images remains a challenging task due to the complexity of road structures and the diversity of image resolu...
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With the rapid development of remote sensing technology, road segmentation of high-resolution remote sensing images remains a challenging task due to the complexity of road structures and the diversity of image resolu...
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ISBN:
(纸本)9798350355260
With the rapid development of remote sensing technology, road segmentation of high-resolution remote sensing images remains a challenging task due to the complexity of road structures and the diversity of image resolutions. This study introduces a multi-scale linear attention mechanism and optimized context information extraction capabilities based on the EfficientViT model. By adopting finely tuned training and optimization strategies, including data augmentation and efficient hardware configuration, the model ensures rapid convergence and low loss in high-resolution image processing, significantly improving the efficiency and accuracy of road segmentation tasks in remote sensing images. This study demonstrates the advantages of EfficientViT in enhancing the accuracy and efficiency of road segmentation in remote sensing images. The innovative design and outstanding performance of EfficientViT provide valuable references and powerful tools for future remote sensing image analysis work.
According to fractional order model, the governing equation of viscoelastic plate is established. Using the properties of the shifted Bernstein polynomials, the fractional order equation of viscoelastic plate is resol...
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