Exploring the Enabling Technologies of Contactless Fingerprint Reader
Hari Mohan Mishra, Amit Kumar Jha, Pushpendra Kumar Sikarwal, Mirza Shuja, Mukesh Kumar, Deepinder Kaur · 2024
The most common way to identify a person is by using their fingerprint, which involves comparing two fingerprints: one that has been saved as having been previously captured and one that is now being scanned by a sensor. The human fingerprint is one of a kind; it can withstand the system for an individual's entire lifetime; and it is recognized in the field of forensic inquiry. In older systems, the finger is allowed to make as many contacts with the sensor as necessary throughout the scanning process, which might cause the sensor's quality to decline. The quality of fingerprint images may be improved using a variety of approaches, each of which has been presented by a different researcher. This study examines a variety of fingerprint identification methods, including Minutia-based mapping and the CNN algorithm, both of which make use of deep learning.