Real name:
Congratulations! You have been automatically subscribed to IEEE DataPort and can access all datasets on IEEE DataPort!
First Name:
Maohsiu
Last Name:
HSU
Datasets & Competitions
Abstract—Fingerprint recognition technology has become
popular for mobile device authentication systems due to its
reliability and ease of use. As smartphones evolve, fingerprint
sensors are now integrated into smartphone power with a width
of 2.2 mm. However, tiny sensor sizes have led to limited finger
coverage and external factors such as sweat or water droplets
can cause image distortion, making user authentication more
challenging.
To address these issues, we propose the FFP-UNet, which uses
- Categories:
113 Views
Fingerprint recognition is crucial for device and data
security, especially with the widespread use of capacitive sensors
in mobile devices. However, denoising wet fingerprints from
these sensors poses challenges due to small fingerprint areas,
limited features, and significant moisture-induced dark regions.
Our ”DRB-FD” method combines a Featured Discriminator (FD)
and a Deformed Residual Block (DRB) with attention mechanisms,
drop-out layers, and pre-activation. In experiments using the Nasic9395
- Categories:
57 Views