Improving satellite image classification accuracy using GAN-based data augmentation and vision transformers

Author:

Alzahem Ayyub,Boulila Wadii,Koubaa Anis,Khan Zahid,Alturki Ibrahim

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences

Reference42 articles.

1. Adedeji O, Owoade P, Ajayi O, Arowolo O (2022) Image augmentation for satellite images., arXiv preprint arXiv:2207.14580

2. Alzahem A, Boulila W, Driss M, Koubaa A, Almomani I (2022) Towards optimizing malware detection: An approach based on generative adversarial networks and transformers., in: Conference on Computational Collective Intelligence Technologies and Applications., Springer, pp. 598–610. https://doi.org/10.1007/978-3-031-16014-1_47

3. Boulila W, Ayadi Z, Farah IR (2017) Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to land cover change prediction model. J Comput Sci 23:58–70

4. Boulila W, Farah IR, Ettabaa KS, Solaiman B, Ghézala HB (2009) Improving spatiotemporal change detection: A high level fusion approach for discovering uncertain knowledge from satellite image databases, in: Icdm, Vol. 9, Citeseer, pp. 222–227

5. Boulila W, Farah IR, Ettabaa KS, Solaiman B, Ghézala HB (2010) Spatio-temporal modeling for knowledge discovery in satellite image databases., in: CORIA, pp. 35–49

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