• Laser & Optoelectronics Progress
  • Vol. 58, Issue 14, 1410003 (2021)
Yuqing Yang* and Xiaojing Guo**
Author Affiliations
  • School of Computer Science and Technology, Civil Aviation University of China, Tianjin 300300, China
  • show less
    DOI: 10.3788/LOP202158.1410003 Cite this Article Set citation alerts
    Yuqing Yang, Xiaojing Guo. Finger-Vein Image Enhancement Method Combining Weber Law and Gabor Filtering[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410003 Copy Citation Text show less
    References

    [1] Galbally J, Marcel S, Fierrez J. Biometric antispoofing methods: a survey in face recognition[J]. IEEE Access, 2, 1530-1552(2014). http://ieeexplore.ieee.org/document/6990726/citations?tabFilter=patents

    [2] Shen C, Liu C, Tan H L et al. Hybrid-augmented device fingerprinting for intrusion detection in industrial control system networks[J]. IEEE Wireless Communications, 25, 26-31(2018).

    [3] Chen Q, Yang L, Yang G P et al. Geometric shape analysis based finger vein deformation detection and correction[J]. Neurocomputing, 311, 112-125(2018).

    [4] Wu J D, Ye S H. Driver identification using finger-vein patterns with Radon transform and neural network[J]. Expert Systems With Applications, 36, 5793-5799(2009). http://www.sciencedirect.com/science/article/pii/S0957417408004855

    [5] Yang J F, Shi B M. Reliably locating ROIs of dual-modal biometric images of human fingers[J]. Journal of Signal Processing, 35, 1191-1200(2019).

    [6] Yang J F, Wei J Z, Shi Y H. Accurate ROI localization and hierarchical hyper-sphere model for finger-vein recognition[J]. Neurocomputing, 328, 171-181(2019).

    [7] Qiu S R, Liu Y Q, Zhou Y J et al. Finger-vein recognition based on dual-sliding window localization and pseudo-elliptical transformer[J]. Expert Systems With Applications, 64, 618-632(2016).

    [8] Ye H. Research on directional local descriptor based palmprint and palm vein recognition[D], 32-53(2018).

    [9] Wang H B, Du M L, Zhou J et al. Weber local descriptors with variable curvature Gabor filter for finger vein recognition[J]. IEEE Access, 7, 108261-108277(2019). http://ieeexplore.ieee.org/document/8760464

    [10] Ye L L, Wang H B, Du M L et al. Weber local descriptor with edge detection and double Gabor orientations for finger vein recognition[J]. Proceedings of SPIE, 11069, 110693J(2019). http://www.researchgate.net/publication/332908375_Weber_local_descriptor_with_edge_detection_and_double_Gabor_orientations_for_finger_vein_recognition

    [11] Wang W B, Li C B, Zheng C J. Retinal blood vessel segmentation using Hessian based orientational adaptive Gabor wavelet[J]. Laser & Optoelectronics Progress, 57, 081023(2020).

    [12] Li S Y, Zhang H G, Jia G M et al. Finger vein recognition based on weighted graph structural feature encoding[M]. //Zhou J, Wang Y H, Sun Z A, et al. Biometric recognition. Lecture notes in computer science, 10996, 29-37(2018).

    [13] Lee E C, Jung H, Kim D. New finger biometric method using near infrared imaging[J]. Sensors, 11, 2319-2333(2011). http://www.ncbi.nlm.nih.gov/pubmed/22163741

    [14] Bashkatov A N, Genina E A, Kochubey V I et al. Optical properties of human skin, subcutaneous and mucous tissues in the wavelength range from 400 to 2000 nm[J]. Journal of Physics D: Applied Physics, 38, 2543-2555(2005). http://europace.oxfordjournals.org/external-ref?access_num=10.1088/0022-3727/38/15/004&link_type=DOI

    [15] Dhawan A P, D’Alessandro B, Fu X L. Optical imaging modalities for biomedical applications[J]. IEEE Reviews in Biomedical Engineering, 3, 69-92(2010).

    [16] Ojala T, Pietikainen M, Maenpaa T. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 24, 971-987(2002). http://jcp.bmj.com/external-ref?access_num=10.1109/TPAMI.2002.1017623&link_type=DOI

    [17] Jo J, Yoon G, Ko D et al. Infrared finger biometric using scale invariant feature transform correspondences[J]. Advanced Science Letters, 21, 365-371(2015). http://www.researchgate.net/publication/282394484_Infrared_Finger_Biometric_Using_Scale_Invariant_Feature_Transform_Correspondences

    [18] Chen J, Shan S, He C et al. WLD: a robust local image descriptor[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32, 1705-1720(2010). http://doi.ieeecomputersociety.org/10.1109/TPAMI.2009.155

    [19] Sun S N, Zhao L D, Yang S C. Gabor Weber local descriptor for bovine iris recognition[J]. Mathematical Problems in Engineering, 1, 920597-920603(2013). http://www.researchgate.net/publication/258400355_Gabor_Weber_Local_Descriptor_for_Bovine_Iris_Recognition/download

    [20] Luo Y T, Zhao L Y, Jia W et al. Palmprint recognition method based on line feature Weber local descriptor[J]. Journal of Image and Graphics, 21, 235-244(2016).

    [21] Zandi N, Razzazi F. Source camera identification using WLBP descriptor[C]. //2020 International Conference on Machine Vision and Image Processing (MVIP), February 18-20, 2020, Iran., 1-6(2020).

    [22] Huang S, Qu J H, Lu H B. Extracting texture features in palmprint via multichannel-sampling Gabor filters[J]. Journal of Image and Graphics, 12, 2148-2157(2007).

    [23] Lin X R, Su X S, Ding T H et al. Gabor filter and its application in the fingerprint image processing[J]. Chinese Journal of Scientific Instrument, 24, 183-186(2003).

    [24] Chen X G, Feng J F. Fast Gabor filtering[J]. Acta Automatica Sinica, 33, 456-461(2007).

    [25] Yang J F, Shi Y H. Towards finger-vein image restoration and enhancement for finger-vein recognition[J]. Information Sciences, 268, 33-52(2014). http://dl.acm.org/doi/10.5555/2598944.2599225

    [26] Swain M J, Ballard D H. Color indexing[J]. International Journal of Computer Vision, 7, 11-32(1991).

    [27] Jerman T, Pernuš F, Likar B et al. Enhancement of vascular structures in 3D and 2D angiographic images[J]. IEEE Transactions on Medical Imaging, 35, 2107-2118(2016).

    [28] Jerman T, Pernuš F, Likar B et al. Blob enhancement and visualization for improved intracranial aneurysm detection[J]. IEEE Transactions on Visualization and Computer Graphics, 22, 1705-1717(2016). http://ieeexplore.ieee.org/document/7127031/

    Yuqing Yang, Xiaojing Guo. Finger-Vein Image Enhancement Method Combining Weber Law and Gabor Filtering[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410003
    Download Citation