A combination of genetic algorithm, particle swarm optimization and neural network for palmprint recognition

AA Altun - Neural Computing and Applications, 2013 - Springer
… to the palmprint recognition phase is presented. 2D Gabor filters are used for feature extraction
of palmprints. … deviations are computed in order to generate the palmprint feature vector. …

Genetic algorithm based palm recognition method for biometric authentication systems

A Cenys, D Gibavicius, N Goranin… - Elektronika ir …, 2013 - eejournal.ktu.lt
… proposed for fingerprint verification technique improvement during years like Kohonen
self-organizing neural network, embedded with genetic algorithms for fingerprint recognition in [14…

A Robust Method for Multi-algorithmic Palmprint Recognition Using Exponential Genetic Algorithm-Based Feature Selection

AK Palisetty, JS Gogulamanda - … and Networks: Proceedings of INDIA 2019, 2021 - Springer
Genetic Algorithm (GA)-based feature selection approach for a robust palmprint recognition
… and altering the fitness function, which includes recognition rate, the impact of selected and …

Fingerprint matching by genetic algorithms

X Tan, B Bhanu - Pattern Recognition, 2006 - Elsevier
fingerprint-matching approach based on genetic algorithms (… In order to deal with low-quality
fingerprint images, which … Institute of Standards and Technology fingerprint database, NIST-…

Palmprint verification based on genetic algorithm

Y Jin, M Qi, Y Lu, Y Fu - 2008 3rd International Conference …, 2008 - ieeexplore.ieee.org
… of palmprint, which can realize the specific feature selection for different user using genetic
algorithm (GA). … We test the proposed method on Hong Kong Polytechnic University Palmprint

Contactless fingerprint recognition based on global minutia topology and loose genetic algorithm

X Yin, Y Zhu, J Hu - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
fingerprint recognition method based on global minutia topology and loose genetic algorithm.
… To solve the optimization, we propose a new genetic algorithm (GA) named loose GA with …

[PDF][PDF] Palm print recognition using intelligent techniques: A review

SAM Al-Taie, BI Khaleel - Jurnal Ilmiah Teknik Elektro Komputer …, 2023 - eprints.uad.ac.id
… on a genetic algorithm. Gabor filters are used to capture scale and orientation features. The
network parameters are set adaptively based on the function of the genetic algorithm and the …

Densely connected convolutional network optimized by genetic algorithm for fingerprint liveness detection

WEN Jian, Y Zhou, H Liu - IEEE Access, 2020 - ieeexplore.ieee.org
… of genetic algorithms in designing more efficient CNN structures for image classification. In
this paper, the genetic algorithm is adopted to optimize DenseNet structure for fingerprint live- …

Face recognition based on genetic algorithm

H Zhi, S Liu - Journal of Visual Communication and Image …, 2019 - Elsevier
… This paper establishes a face recognition model based on genetic algorithm. PCA is used
to reduce the dimension of features, genetic algorithm is used to optimize the process of …

[PDF][PDF] Entropy optimized palmprint enhancement using genetic algorithm and histogram equalization

S Palanikumar, M Sasikumar… - … Journal of Genetic …, 2012 - researchgate.net
… of the scanned palmprint image need to be enhanced, ie palmprint lines, … palmprint is not
preserved. In order to enhance the palmprint and preserve the information, Genetic Algorithm (…