We incorporate deep learning techniques into capacitive images of body parts (ear, four fingers, and thumb) to improve the performance of user authentication ...

Sep 1, 2022 · In this paper, we focus on improving the performance and leverage deep learning. Deep learning techniques demonstrated spectacular performance ...

We incorporate deep learning techniques into capacitive images of body parts (ear, four fingers, and thumb) to improve the performance of user ...

Incorporating deep learning into capacitive images for smartphone user authentication. https://doi.org/10.1016/j.jisa.2022.103290. Journal: Journal of ...

We incorporate deep learning techniques into capacitive images of body parts (ear, four fingers, and thumb) to improve the performance of user ...

In this paper, we focus on improving the performance and leverage deep learning. Deep learning techniques demonstrated spectacular performance in previous ...

... on Biometrics (IJCB), 1-8, 2020. 9, 2020. Incorporating deep learning into capacitive images for smartphone user authentication. MS Hossain, MT Islam, Z Akhtar.

M. S. Hossain, M.T. Islam, Z. Akhtar, “Incorporating Deep Learning into Capacitive Images for Smartphone User Authentication”, Journal of Information Security ...

In this study, we focus on how zoom touchscreen gestures can be used to continuously authenticate and identify smartphone users. • The zoom gesture is ...

We then train CNNs, a deep learning model specialized on image data, to investigate the feasibility of identifying fingers in different combinations. We use the ...