Palmprint recognition with an efficient data driven ensemble classifier

I Rida, R Herault, GL Marcialis, G Gasso - Pattern Recognition Letters, 2019 - Elsevier
Palmprint recognition is an important and widely used modality in biometric systems. It has
… This paper proposes a new and effective ensemble classifier for palmprint recognition based …

Palmprint identification using an ensemble of sparse representations

I Rida, S Al-Maadeed, A Mahmood, A Bouridane… - IEEE …, 2018 - ieeexplore.ieee.org
… This paper aims to enhance palmprint identificationensemble of sparse representations
through an ensemble of discriminative dictionaries satisfying SRC assumption. The ensemble

Effective deep ensemble hashing for open-set palmprint recognition

H Shao, D Zhong, X Du - Journal of Electronic Imaging, 2020 - spiedigitallibrary.org
… -set palmprint recognition. We proposed deep ensemble hashing (DEH) for open-set palmprint
recognitionPalmprint identification and verification experiments were performed on PolyU …

Ensemble of multiple palmprint representation

L Nanni, A Lumini - Expert Systems with Applications, 2009 - Elsevier
ensembles of matchers which employ different feature representation schemes of the images:
discrete cosine coefficients; invariant local binary patterns; Gabor filters. Each ensemble is …

An ensemble learning method based on random subspace sampling for palmprint identification

I Rida, S Al Maadeed, X Jiang, F Lunke… - … on acoustics, speech …, 2018 - ieeexplore.ieee.org
… a simple and effective ensemble learning method for palmprint identification based on …
ensemble classifier, we seek to learn a large number of classifiers on different and discrimi- …

[HTML][HTML] Feature identification and classification of hand based biometrics through ensemble learning approach

S Shakil, D Arora, T Zaidi - Measurement: Sensors, 2023 - Elsevier
… The oldest is the fingerprint that was used to identify criminal in murder mystery in …
classification techniques have been evaluated in this research. The performance of all classification

An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features

D Sharma, A Selwal - Multimedia Tools and Applications, 2022 - Springer
fingerprint images, and use of lone classifier, we put forward a novel hybrid PAD technique
that substantially improves the overall accuracy. In the succeeding sections, we describe the …

Performances enhancement of fingerprint recognition system using classifiers

K Noor, T Jan, M Basheri, A Ali, RA Khalil… - IEEE …, 2018 - ieeexplore.ieee.org
… for identification of individuals in fingerprint recognition system. … of the fingerprint recognition
systems using classifiers. To … By applying Bagged Tree Ensemble Classifier model for …

Ensemble of local and global information for finger–knuckle-print recognition

L Zhang, L Zhang, D Zhang, H Zhu - Pattern recognition, 2011 - Elsevier
… in iris recognition, palmprint recognition, face recognition and fingerprint recognition. For
iris … is a conventional Daugman-like classifier while the classifier at the second stage uses “…

A new ensemble based classifier using feature transformation for hand recognition

M Jafarzadegan, H Mirzaei - 2008 Conference on Human …, 2008 - ieeexplore.ieee.org
… Euclidean distance classifier is used for palmprint recognition on these newly created features.
In [7] several features are extracted from each feature point of the vein patterns and used …