Fingerprint Reconstruction using AVAE Algorithm

Fingerprint recognition stands out as a crucial area of study in the forensic department. There are many challenges that persist in the fingerprint reconstruction field particularly partial and low-quality fingerprint impressions. This paper presents fingerprint reconstruction using Adversarial Vari...

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Veröffentlicht in:	2024 Asian Conference on Intelligent Technologies (ACOIT) S. 1 - 4
Hauptverfasser:	Uma Mageswari, T, Nivetha, A, Jagajanani, S D, Aadithya, S
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 06.09.2024
Schlagworte:	Adversarial Variational Autoencoders Autoencoders Biological system modeling Fingerprint recognition Fingerprint reconstruction Forensics Generative adversarial networks Image reconstruction Mean square error methods Measurement Overfitting Training Variational Autoencoders
ISBN:	9798350374933
Online-Zugang:	Volltext
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