Multiple Training Stage Image Enhancement Enrolled With CCRGAN Pseudo Templates for Large Area Dry Fingerprint Recognition

Multiple Training Stage Image Enhancement Enrolled With CCRGAN Pseudo Templates for Large Area Dry Fingerprint Recognition

Fingerprint recognition is widely used in daily life. However, the physiological phenomena of human can still fail recognition under dry and low temperature conditions. We present two main approaches for enhancing the accuracy of fingerprint recognition systems in cases of dry fingerprints. The firs...

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Bibliographic Details
Main Authors: Chih-Han Cheng, Ching-Te Chiu, Chia-Yu Kuan, Yu-Chi Su, Kuan-Hsien Liu, Tsung-Chan Lee, Jia-Lin Chen, Jie-Yu Luo, Wei-Chang Chun, Yao-Ren Chang, Kuan-Ying Ho
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolution
generators
image processing
image enhancement
neural networks
Online Access:https://ieeexplore.ieee.org/document/10213986/

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