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Cross-Sensor Fingerprint Enhancement Using Adversarial Learning and Edge Loss

A fingerprint sensor interoperability problem, or a cross-sensor matching problem, occurs when one type of sensor is used for enrolment and a different type for matching. Fingerprints captured for the same person using various sensor technologies have various types of noises and artifacts. This prob...

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Principais autores: Ashwaq Alotaibi, Muhammad Hussain, Hatim AboAlSamh, Wadood Abdul, George Bebis
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2022-09-01
סדרה:Sensors
נושאים:
biometrics
cross-sensor fingerprints
fingerprint enhancement
cGAN
adversarial learning
deep learning
גישה מקוונת:https://www.mdpi.com/1424-8220/22/18/6973
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