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Saliency guided data augmentation strategy for maximally utilizing an object’s visual information
Among the various types of data augmentation strategies, the mixup-based approach has been particularly studied. However, in existing mixup-based approaches, object loss and label mismatching can occur if random patches are utilized when constructing augmented images, and additionally, patches that...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560504/ https://www.ncbi.nlm.nih.gov/pubmed/36227912 http://dx.doi.org/10.1371/journal.pone.0274767 |