Deep learning algorithms based fingerprint authentication: systematic literature review

H Chiroma - Journal of Artificial Intelligence and Systems, 2021 - iecscience.org
Deep Learning algorithms (DL) have been applied in different domains such as computer
vision, image detection, robotics and speech processing, in most cases, DL demonstrated …

An investigation of latent fingerprinting techniques

R Dhaneshwar, M Kaur, M Kaur - Egyptian Journal of Forensic Sciences, 2021 - Springer
Background Latent fingerprints are the unintentional impressions that are left at crime
scenes, which are considered to be highly significant in forensic analysis and authenticity …

A robust and efficient fingerprint image restoration method based on a phase-field model

Y Li, Q Xia, C Lee, S Kim, J Kim - Pattern Recognition, 2022 - Elsevier
In this study, we present a robust and efficient fingerprint image restoration algorithm using
the nonlocal Cahn–Hilliard (CH) equation, which was proposed for modeling the …

Multi scale pixel attention and feature extraction based neural network for image denoising

RK Thakur, SK Maji - Pattern Recognition, 2023 - Elsevier
In this paper, we propose a blind Gaussian denoising network that utilize the features of the
input image and its negative for generating denoised output of the same. The proposed …

[HTML][HTML] SECS: An effective CNN joint construction strategy for breast cancer histopathological image classification

D Yu, J Lin, T Cao, Y Chen, M Li, X Zhang - Journal of King Saud University …, 2023 - Elsevier
Breast cancer is one of the most prevalent cancers in women. Reliable pathology
identification can help histopathologists make accurate diagnosis of breast cancer but …

Palmprint enhancement network (PEN) for robust identification

AB Mehmood, IA Taj, M Ghafoor - Multimedia Tools and Applications, 2024 - Springer
Despite being reliable, palmprints have not received as much attention as other biometrics
such as fingerprints, face or iris. Amount of information provided by high resolution …

[PDF][PDF] Face recognition using enhancement discrete wavelet transform based on MATLAB

AA Abdulrahman, FS Tahir - Indonesian Journal of Electrical …, 2021 - researchgate.net
In this work, it was proposed to compress the color image after de-noise by proposing a
coding for the discrete transport of new wavelets called discrete chebysheve wavelet …

On restoration of degraded fingerprints

I Joshi, A Utkarsh, P Singh, A Dantcheva… - Multimedia Tools and …, 2022 - Springer
The state-of-the-art fingerprint matching systems achieve high accuracy on good quality
fingerprints. However, degraded fingerprints obtained due to poor skin conditions of subjects …

Fdeblur-gan: Fingerprint deblurring using generative adversarial network

AS Joshi, A Dabouei, J Dawson… - … Joint Conference on …, 2021 - ieeexplore.ieee.org
While working with fingerprint images acquired from crime scenes, mobile cameras, or low-
quality sensors, it becomes difficult for automated identification systems to verify the identity …

Multiple training stage image enhancement enrolled with ccrgan pseudo templates for large area dry fingerprint recognition

CH Cheng, CT Chiu, CY Kuan, YC Su, KH Liu… - IEEE …, 2023 - ieeexplore.ieee.org
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 …