Exploiting feature space using overlapping windows for improving biometric recognition

S Kaur, G Chaudhary, S Srivastava, M Khari… - Computers & Electrical …, 2021 - Elsevier
… print was evaluated to exploit the feature space for improving the biometric recognition with
two … For comparison, the mean feature, the absolute average deviation (AAD) feature, and the …

Boosting unconstrained palmprint recognition with adversarial metric learning

J Zhu, D Zhong, K Luo - IEEE Transactions on Biometrics …, 2020 - ieeexplore.ieee.org
… to make a better exploitation of the holistic feature space. … and natural idea for biometric
recognition: features from distinct … more concentrated, its overlap with the genuine distribution …

[HTML][HTML] Facial image recognition for biometric authentication systems using a combination of geometrical feature points and low-level visual features

M Vasanthi, K Seetharaman - Journal of King Saud University-Computer …, 2022 - Elsevier
… developed some techniques, which exploit the drawbacks of the deep … data into a feature
space using kernel function and detect … Therefore, this paper believes that the CCA yields better

A comprehensive survey on the biometric recognition systems based on physiological and behavioral modalities

S Dargan, M Kumar - Expert Systems with Applications, 2020 - Elsevier
… The objectiveof this study was to use these marks for (1) improving the identification accuracy
(2) reducing the search space for the fast retrieval of the patterns (3) to extract partial or off-…

Jointly learning multi-instance hand-based biometric descriptor

L Fei, B Zhang, C Tian, S Teng, J Wen - Information Sciences, 2021 - Elsevier
… Specifically, we first exploit the important direction data from … , which use multiple biometric
traits to improve recognition … the feature space. Moreover, to jointly represent the final learned …

Feature extraction of finger-vein patterns based on boosting evolutionary algorithm and its application for loT identity and access management

SM Darwish - Multimedia Tools and Applications, 2021 - Springer
… , which can significantly improve system performance. In the … a heterogeneous population
(feature space) throughout the … of exploiting a large sample of data to build a feature vector, …

Novel approach for multimodal feature fusion to generate cancelable biometric

K Gupta, GS Walia, K Sharma - The Visual Computer, 2021 - Springer
… for biometric data itself in case of template hacking or … [34] for a multimodal biometric system
with improved recognition … pseudo-genuine distribution, the overlapping nature of both the …

Finger-vein biometric recognition: A review

B Hou, H Zhang, R Yan - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
… positive achievements 2 in improving the performance of personal identification. This 3 …
vein-based biometric methods from the four steps of finger-vein 5 recognition methods, including …

Improving automated latent fingerprint detection and segmentation using deep convolutional neural network

M Chhabra, KK Ravulakollu, M Kumar… - Neural Computing and …, 2023 - Springer
… The poor quality of images captured has overlapping of … in research and Automated Fingerprint
Identification Service (AFIS) [… It is observed that the work before [47] lacks exploited set of …

Audio-visual biometric recognition and presentation attack detection: A comprehensive survey

H Mandalapu, AR PN, R Ramachandra, KS Rao… - IEEE …, 2021 - ieeexplore.ieee.org
… level by taking advantage of complimentary biometric … ance is divided into several overlapping
frames, and cepstral … while mapping from the feature space to the decision space. The …