A cancelable biometric security framework based on RNA encryption and genetic algorithms

FAHE Mohamed, W El-Shafai… - IEEE …, 2022 - ieeexplore.ieee.org
… The authors in [11] introduced cancelable face and fingerprint recognition systems depending
on the 3D Jigsaw transformation and optical ciphering technique. This scheme exploited …

A new biometric identity recognition system based on a combination of superior features in finger knuckle print images

H Heidari, A Chalechale - Turkish Journal of Electrical …, 2020 - journals.tubitak.gov.tr
… This section describes the process of finding the most effective set of texture features by
the use of the genetic algorithm. The genetic algorithm is a metaheuristic method for solving …

Palmprint recognition with deep convolutional features

Q Sun, J Zhang, A Yang, Q Zhang - … , IGTA 2017, Beijing, China, June 30 …, 2018 - Springer
… features for palmprint recognition. The top layers of CNN-F describe the global features of
palmprint images, but they include too much tuned for palmprint classification task. Meanwhile, …

Multisensor biometric evidence fusion of face and palmprint for person authentication using particle swarm optimisation (pso)

R Raghavendra, A Rao… - … Journal of Biometrics, 2010 - inderscienceonline.com
… , we experiment the binary Genetic Algorithm for the image level fusion of palmprint and face
and … most informative wavelet coefficients from face and palmprint using Genetic Algorithm. …

Local descriptor and feature selection based palmprint recognition system

C Taouche, H Belhadef - Emerging Trends in Intelligent Computing and …, 2020 - Springer
… Among these, we have chosen genetic algorithms and backtracking search algorithm. Intensive
experiments were conducted using a sub-database that was constructed from the known …

GLCM based texture features for palmprint identification system

YLM Latha, M Prasad - Computational intelligence in data mining, 2015 - Springer
… , a new Palmprint recognition technique is … palmprint recognition systems [11, 14, 16].
Further, the GAR can be increased by using optimization techniques such as Genetic algorithm or …

IPM-Model: AI and metaheuristic-enabled face recognition using image partial matching for multimedia forensics investigation with genetic algorithm

AA Khan, AA Shaikh, ZA Shaikh, AA Laghari… - Multimedia Tools and …, 2022 - Springer
… an image recognition model based on principal component analysis, genetic algorithms,
and … In a genetic algorithm, we have defined the genetic operators that help to optimize the …

Designing efficient fusion schemes for multimodal biometric systems using face and palmprint

R Raghavendra, B Dorizzi, A Rao, GH Kumar - Pattern Recognition, 2011 - Elsevier
… PSO requires only primitive mathematical operations as opposed to complex evolution
operators such as crossover and mutation used in genetic algorithms. Hence, PSO is …

Feature selection for the fusion of face and palmprint biometrics

M Farmanbar, Ö Toygar - Signal, Image and Video Processing, 2016 - Springer
… BSA is a novel population-based iterative evolutionary algorithm that has been proposed
by Civicioglu [22]. BSA is designed to search for the local and global optimum for an …

Reinforced palmprint reconstruction attacks in biometric systems

Y Sun, L Leng, Z Jin, BG Kim - Sensors, 2022 - mdpi.com
palmprint images and used the trained generator to generate a large number of palmprint
images to attack the palmprint recognition … After multiple iterations of the genetic algorithm, the …