Fast and efficient difference of block means code for palmprint recognition
Sign Up to like & getrecommendations! Published in 2020 at "Machine Vision and Applications"
DOI: 10.1007/s00138-020-01103-3
Abstract: Over the past two decades, researchers in the field of biometrics have presented a wide variety of coding-based palmprint recognition methods. These approaches mainly rely on extracting the texture features, e.g. line orientations, and phase… read more here.
Keywords: fast efficient; block means; palmprint recognition; palmprint ... See more keywords
Orientation space code and multi-feature two-phase sparse representation for palmprint recognition
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-019-01049-7
Abstract: Orientation based coding method is one of the most important approaches in palmprint recognition, which achieves impressive performance by extracting one or more dominant orientation features, and calculating the distance between features of two palmprints.… read more here.
Keywords: palmprint recognition; feature; orientation; orientation space ... See more keywords
A Feasible 3D Ultrasound Palmprint Recognition System for Secure Access Control Applications
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DOI: 10.1109/access.2021.3064638
Abstract: Biometric recognition systems based on 3D palmprint captured with optical technology have been widely investigated in the last decade; however, they can provide information about the external skin surface only. This limit can be overcome… read more here.
Keywords: access; recognition system; palmprint; palmprint recognition ... See more keywords
Contactless Palmprint Recognition System: A Survey
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DOI: 10.1109/access.2022.3193382
Abstract: Information systems in organizations traditionally require users to remember their secret pins or (passwords), token, card number, or both to confirm their identities. However, the technological trend has been moving towards personal identification based on… read more here.
Keywords: palmprint; contactless palmprint; palmprint recognition; recognition system ... See more keywords
Double-Laplacian Mixture-Error Model-Based Supervised Group-Sparse Coding for Robust Palmprint Recognition
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2021.3103941
Abstract: Robustness enhancement and feature selection are the two crucial issues to be resolved in robust palmprint recognition. However, existing regression-based methods are insufficient to handle outliers and select significant features. From a statistical viewpoint, we… read more here.
Keywords: error model; robust palmprint; group; palmprint recognition ... See more keywords
CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3276506
Abstract: Palmprint recognition achieves high discrimination for identity verification. Compared with handcrafted local texture descriptors, convolutional neural networks (CNNs) can spontaneously learn optimal discriminative features without any prior knowledge. To further enhance the features’ representation and… read more here.
Keywords: recognition; network; coordinate aware; co3net ... See more keywords
Innovative Contactless Palmprint Recognition System Based on Dual-Camera Alignment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2022.3146777
Abstract: Recently, contactless bimodal palmprint recognition technology has attracted increased attention due to the COVID-19 pandemic. Many dual-camera-based sensors have been proposed to capture palm vein and palmprint images synchronously. However, translations between captured palmprint and… read more here.
Keywords: system; palm; camera; dual camera ... See more keywords
Effective deep ensemble hashing for open-set palmprint recognition
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.29.1.013018
Abstract: Abstract. Recently, palmprint recognition has made huge progress and attracted the attention of more and more researchers. However, current research rarely involves open-set palmprint recognition. We proposed deep ensemble hashing (DEH) for open-set palmprint recognition.… read more here.
Keywords: deep ensemble; set palmprint; open set; palmprint recognition ... See more keywords