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Domain knowledge integration into deep learning for typhoon intensity classification
In this report, we propose a deep learning technique for high-accuracy estimation of the intensity class of a typhoon from a single satellite image, by incorporating meteorological domain knowledge. By using the Visual Geometric Group’s model, VGG-16, with images preprocessed with fisheye distortion...
Gorde:
| Argitaratua izan da: | Sci Rep |
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| Egile Nagusiak: | , , , , , , , , |
| Formatua: | Artigo |
| Hizkuntza: | Inglês |
| Argitaratua: |
Nature Publishing Group UK
2021
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| Gaiak: | |
| Sarrera elektronikoa: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8217498/ https://ncbi.nlm.nih.gov/pubmed/34155252 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-92286-w |
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