Novel Image Data Augmentation Technique for Deep Learning Using Least Significant Bit Encryption

Author:

Ghnemat Rawan1ORCID,Al-mashaqbeh Sami1ORCID

Affiliation:

1. Computer Science Department, Princess Sumaya University for Technology, Jordan

Publisher

ACM

Reference26 articles.

1. Ekin D Cubuk, Barret Zoph, Dandelion Mane, Vijay Vasudevan, and Quoc V Le. 2018. Autoaugment: Learning augmentation policies from data. arXiv preprint arXiv:1805.09501 (2018).

2. Terrance DeVries and Graham W Taylor. 2017. Improved regularization of convolutional neural networks with cutout. arXiv preprint arXiv:1708.04552 (2017).

3. Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, and Hayit Greenspan. 2018. Gan-based data augmentation for improved liver lesion classification. arXiv preprint arXiv (2018).

4. Leon A Gatys, Alexander S Ecker, and Matthias Bethge. 2015. A neural algorithm of artistic style. arXiv preprint arXiv:1508.06576 (2015).

5. Hiroshi Inoue. 2018. Data augmentation by pairing samples for images classification. arXiv preprint arXiv:1801.02929 (2018).

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