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- research-articleJune 2023
Proposed homomorphic DWT for cancelable palmprint recognition technique
Multimedia Tools and Applications (MTAA), Volume 83, Issue 4Jan 2024, Pages 9479–9502https://doi.org/10.1007/s11042-023-15710-5AbstractThis paper suggests novel cancellable biometric realization approach recognition and template protection. In this paper, the Homomorphic Filtering Masking (HFM) encoding algorithm is utilized for cancelable palmprint recognition system. In the ...
- research-articleMarch 2022
Deep learning-driven palmprint and finger knuckle pattern-based multimodal Person recognition system
Multimedia Tools and Applications (MTAA), Volume 81, Issue 8Mar 2022, Pages 10961–10980https://doi.org/10.1007/s11042-022-12384-3AbstractBiometric recognition systems are widely being used in several applications due to its distinctiveness and reliability. In recent years, hand-based person recognition has received much momentum due to its stability, feature richness, reliability ...
- research-articleNovember 2021
S-DCTNet: Security-oriented biometric feature extraction technique: An effective pathway to secure and reliable biometric systems
Multimedia Tools and Applications (MTAA), Volume 80, Issue 28-29Nov 2021, Pages 36059–36091https://doi.org/10.1007/s11042-021-10936-7AbstractThe proliferation of information technology has prompted researchers to create a multitude of new security solutions for secure electronic applications, especially on the Internet. Among them, security officials prefer authentication systems for ...
- ArticleJune 2021
Development of a Method for Identifying People by Processing Digital Images from Handprint
AbstractFingerprint recognition methods present problems due to the fact that some prints are blurred or have changes due to the activities carried out with the hands by some people. In addition, these identification methods can be violated by using false ...
- ArticleApril 2021
Biometric Authentication System based on Hand Geometry and Palmprint Features
IMPROVE 2021: Proceedings of the International Conference on Image Processing and Vision EngineeringApril 2021, Pages 58–65https://doi.org/10.5220/0010408900580065In today’s society, biometric authentication has gained more significance, since it uses physical characteristics of a person for identification. Physical features provide greater security compared to ownership or knowledge based factors. More and ...
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- articleApril 2020
Deep-Analysis of Palmprint Representation Based on Correlation Concept for Human Biometrics Identification
International Journal of Digital Crime and Forensics (IJDCF), Volume 12, Issue 2Apr 2020, Pages 40–58https://doi.org/10.4018/IJDCF.2020040103The security of people requires a beefy guarantee in our society, particularly, with the spread of terrorism throughout the world. In this context, palmprint identification based on texture analysis is amongst the pattern recognition applications to ...
- research-articleFebruary 2020
A robust 2D-Cochlear transform-based palmprint recognition
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 24, Issue 3Feb 2020, Pages 2311–2328https://doi.org/10.1007/s00500-019-04062-8AbstractIn this paper, a noise-robust palmprint recognition system is discussed with a novel feature extraction technique: two-dimensional Cochlear transform (2D-CT) based on the textural analysis of image sample. Orthogonality of 2D-CT is proved which ...
- ArticleNovember 2019
Hand Segmentation for Contactless Palmprint Recognition
AbstractExtracting a palm region with fixed location from an input hand image is a crucial task for palmprint recognition to realize reliable person authentication under unconstrained conditions. A palm region can be extracted from the fixed position ...
- articleOctober 2019
Multimodal Biometrics Using Fingerprint, Palmprint, and Iris With a Combined Fusion Approach
International Journal of Computer Vision and Image Processing (IJCVIP-IGI), Volume 9, Issue 4Oct 2019, Pages 1–14https://doi.org/10.4018/IJCVIP.2019100101Multimodal biometrics is the frontier to unimodal biometrics as it integrates the information obtained from multiple biometric sources at various fusion levels i.e. sensor level, feature extraction level, match score level, or decision level. In this ...
- ArticleSeptember 2019
Binary Code for the Compact Palmprint Representation Using Texture Features
Computer Analysis of Images and PatternsSep 2019, Pages 132–142https://doi.org/10.1007/978-3-030-29891-3_12AbstractIn this paper, we present an effective approach to the biometric user verification using palmprints. The main idea and key innovation of the method is a compact 32-bit length vector to summarize the palmprint texture. This method provides the user ...
- articleJuly 2019
Score Level Fusion of Palmprint, Face and Iris Using Adaptive PSO
International Journal of Applied Metaheuristic Computing (IJAMC-IGI), Volume 10, Issue 3Jul 2019, Pages 175–194https://doi.org/10.4018/IJAMC.2019070109Systems that use unimodal biometrics often suffer from various drawbacks such as noise in sensed data, variations that are due to intra class, nonuniversality, spoof attacks, restricted degrees of freedom and high error rates. These limitations can be ...
- articleMarch 2019
Palmprint identification using sparse and dense hybrid representation
Multimedia Tools and Applications (MTAA), Volume 78, Issue 5Mar 2019, Pages 5665–5679https://doi.org/10.1007/s11042-018-5655-8Among various palmprint identification methods proposed in the literature, Sparse Representation for Classification (SRC) is very attractive, offering high accuracy. Although SRC has good discriminative ability, its performance strongly depends on the ...
- articleAugust 2018
A study on vulnerability and presentation attack detection in palmprint verification system
Pattern Analysis & Applications (PAAS), Volume 21, Issue 3August 2018, Pages 769–782https://doi.org/10.1007/s10044-017-0606-yAs biometric systems become ubiquitous in the domain of personal authentication, it is of utmost importance that these systems are secured against attacks. Among various types of attacks on biometric systems, the presentation attack, which involves ...
- ArticleNovember 2017
Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition
AbstractThis paper describes a novel intra-modal feature fusion for palmprint recognition based on fusing multiple descriptors to analyze the complex texture pattern. The main contribution lies in the combination of several texture features extracted by ...
- research-articleNovember 2017
Multi-Algorithm of Palmprint Recognition System Based on Fusion of Local Binary Pattern and Two-Dimensional Locality Preserving Projection
Procedia Computer Science (PROCS), Volume 115, Issue CNovember 2017, Pages 482–492https://doi.org/10.1016/j.procs.2017.09.091This work based on fusion of multi-algorithm used for palmprint identification system. This piece of work is primary addressing different mechanism like Competitive Valley Hand Detection methods (CHVD) which used for extract Region of Interest (ROI). ...
- ArticleSeptember 2017
Bimodal Biometric Method Fusing Hand Shape and Palmprint Modalities at Rank Level
Computational Collective IntelligenceSep 2017, Pages 538–547https://doi.org/10.1007/978-3-319-67074-4_52AbstractPerson identification becomes increasingly an important task to guarantee the security of persons with the possible fraud attacks, in our life. In this paper, we propose a bimodal biometric system based on hand shape and palmprint modalities for ...
- research-articleJanuary 2016
Interdigital palm region for biometric identification
Computer Vision and Image Understanding (CVIU), Volume 142, Issue CJanuary 2016, Pages 125–133https://doi.org/10.1016/j.cviu.2015.09.004First experimental study on the ridge pattern distribution in the 'interdigital palm region' for biometrics.Novel classification methodology of palms according to five classes.Study of complementarity of the interdigital and traditional palm ...
- research-articleMarch 2015
Combining Fisher locality preserving projections and passband DCT for efficient palmprint recognition
Neurocomputing (NEUROC), Volume 152, Issue CMarch 2015, Pages 179–189https://doi.org/10.1016/j.neucom.2014.11.005In this paper a new graph based approach referred to as Fisher Locality Preserving Projections (FLPP) is proposed for efficient palmprint recognition. The technique employs two graphs with the first being used to characterize the within-class ...
- articleOctober 2013
A Coarse to Fine Minutiae-Based Latent Palmprint Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence (ITPM), Volume 35, Issue 10October 2013, Pages 2307–2322https://doi.org/10.1109/TPAMI.2013.39With the availability of live-scan palmprint technology, high resolution palmprint recognition has started to receive significant attention in forensics and law enforcement. In forensic applications, latent palmprints provide critical evidence as it is ...
- articleSeptember 2013
Score level fusion of voting strategy of geometric hashing and SURF for an efficient palmprint-based identification
Journal of Real-Time Image Processing (SPJRTIP), Volume 8, Issue 3September 2013, Pages 265–284https://doi.org/10.1007/s11554-011-0229-2This paper proposes an efficient indexing scheme for palmprint-based identification system. The proposed system uses geometric hashing of SURF key-points to index the palmprint into hash table and makes score level fusion of voting strategy based on ...