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SalfMix: A Novel Single Image-Based Data Augmentation Technique Using a Saliency Map

Modern data augmentation strategies such as Cutout, Mixup, and CutMix, have achieved good performance in image recognition tasks. Particularly, the data augmentation approaches, such as Mixup and CutMix, that mix two images to generate a mixed training image, could generalize convolutional neural ne...

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Detalles Bibliográficos
Autores principales: Choi, Jaehyeop, Lee, Chaehyeon, Lee, Donggyu, Jung, Heechul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8706478/
https://www.ncbi.nlm.nih.gov/pubmed/34960539
http://dx.doi.org/10.3390/s21248444