A novel pore extraction method for heterogeneous fingerprint images using convolutional neural networks

RD Labati, A Genovese, E Munoz, V Piuri… - Pattern Recognition …, 2018 - Elsevier
Most fingerprint recognition systems use Level 1 characteristics (ridge flow, orientation, and
frequency) and Level 2 features (minutiae points) to recognize individuals. Level 3 features …

DeepPore: fingerprint pore extraction using deep convolutional neural networks

HU Jang, D Kim, SM Mun, S Choi… - IEEE signal processing …, 2017 - ieeexplore.ieee.org
As technological developments have enabled high-quality fingerprint scanning, sweat
pores, one of the Level 3 features of fingerprints, have been successfully used in automatic …

Adaptive fingerprint pore modeling and extraction

Q Zhao, D Zhang, L Zhang, N Luo - Pattern Recognition, 2010 - Elsevier
Sweat pores on fingerprints have proven to be discriminative features and have recently
been successfully employed in automatic fingerprint recognition systems (AFRS), where the …

Towards touchless pore fingerprint biometrics: A neural approach

A Genovese, E Munoz, V Piuri, F Scotti… - 2016 IEEE congress …, 2016 - ieeexplore.ieee.org
Touchless fingerprint recognition systems are being increasingly used for a fast, hygienic,
and distortion-free recognition. However, due to the greater complexity of the algorithms …

Fingerprint pore matching using deep features

F Liu, Y Zhao, G Liu, L Shen - Pattern Recognition, 2020 - Elsevier
As a popular living fingerprint feature, sweat pore has been adopted to build robust high
resolution automated fingerprint recognition systems (AFRSs). Pore matching is an …

Pore-based ridge reconstruction for fingerprint recognition

M Pamplona Segundo… - Proceedings of the IEEE …, 2015 - cv-foundation.org
The use of sweat pores in fingerprint recognition is becoming increasingly popular, mostly
because of the wide availability of pores, which provides complementary information for …

Adaptive pore model for fingerprint pore extraction

Q Zhao, L Zhang, D Zhang, N Luo… - 2008 19th International …, 2008 - ieeexplore.ieee.org
Sweat pores have been recently employed for automated fingerprint recognition, in which
the pores are usually extracted by using a computationally expensive skeletonization …

A deep learning approach towards pore extraction for high-resolution fingerprint recognition

HR Su, KY Chen, WJ Wong… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
As high-resolution fingerprint images are becoming more common, the pores have been
found to be one of the promising candidates in improving the performance of automated …

Direct pore matching for fingerprint recognition

Q Zhao, L Zhang, D Zhang, N Luo - … , ICB 2009, Alghero, Italy, June 2-5 …, 2009 - Springer
Sweat pores on fingerprints have proven to be useful features for personal identification.
Several methods have been proposed for pore matching. The state-of-the-art method first …

PoreNet: CNN-based pore descriptor for high-resolution fingerprint recognition

V Anand, V Kanhangad - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
With the development of high-resolution fingerprint scanners, high-resolution fingerprint-
based biometric recognition has received increasing attention in recent years. This paper …