Laser Journal, Volume. 45, Issue 9, 62(2024)

Multi-spectral palm vein image recognition method based on PCA-LSR double constraints

WU Wei, LI Yunpeng, ZHANG Yuan, and LI Chuanyang
Author Affiliations
  • School of Information Engineering, Shenyang University, Shenyang 110044, China
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    References(13)

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    [8] [8] Yahaya Y H, Leng W Y, Shamsuddin S M. Finger Vein Biometric Identification Using Discretization Method[J]. Journal of Physics: Conference Series, 2021, 1878(1): 012030.

    [9] [9] Wu W, Wang Q, Yu S, et al. Outside Box and Contactless Palm Vein Recognition Based on a Wavelet Denoising Res-Net[J]. IEEE Access, 2021, 9: 82471-82484.

    [10] [10] Jia W, Xia W, Zhao Y, et al. 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search[J]. International Journal of Automation and Computing, 2021, 18(3): 377-409.

    [11] [11] Micheletto M, Orru G, Rida I, et al. A multiple classifiers-based approach to palmvein identification[C]//2018 Eighth International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE, 2018.

    [12] [12] Rida I, Al-Maadeed S, Mahmood A, et al. Palmprint Identification Using an Ensemble of Sparse Representations[J]. IEEE Access, 2018, 6: 3241-3248.

    [13] [13] Sun S, Cong X, Zhang P, et al. Palm Vein Recognition Based on NPE and KELM[J]. IEEE Access, 2021, 9: 71778-71783.

    [14] [14] Feng C M, Xu Y, Liu J X, et al. Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(10): 2926-2937.

    [16] [16] Salazar-Jurado E H, Hernndez-Garca R, Vilches-Ponce K, et al. Towards the generation of synthetic images of palm vein patterns: A review[J]. Information Fusion, 2023, 89: 66-90.

    [20] [20] Cai X, Ding C, Nie F, et al. On the equivalent of lowrank linear regressions and linear discriminant analysis based regressions[C]//Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining. New York, NY, USA: ACM, 2013.

    [22] [22] Al-Jaberi A S, Mohsin Al-Juboori A. Palm vein recognition, a review on prospects and challenges based on CASIA’s dataset[C]//2020 13th International Conference on Developments in eSystems Engineering (DeSE). IEEE, 2020.

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    WU Wei, LI Yunpeng, ZHANG Yuan, LI Chuanyang. Multi-spectral palm vein image recognition method based on PCA-LSR double constraints[J]. Laser Journal, 2024, 45(9): 62

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    Paper Information

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    Received: Jan. 7, 2024

    Accepted: Dec. 20, 2024

    Published Online: Dec. 20, 2024

    The Author Email:

    DOI:10.14016/j.cnki.jgzz.2024.09.062

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