Palm vein recognition based on competitive coding scheme using multi-scale local binary pattern with ant colony optimization

Pattern Recognition Letters - Tập 136 - Trang 101-110 - 2020
Yassir Aberni1, Larbi Boubchir1, Boubaker Daachi1
1LIASD research Lab. – University of Paris 8, 2 rue de la Liberté, Saint-Denis cedex 93526, France

Tài liệu tham khảo

Jain, 2011 Li, 2015 Jain, 2004, An introduction to biometric recognition, IEEE Trans. Circuits Syst. Video Technol., 14, 4, 10.1109/TCSVT.2003.818349 Aberni, 2019, Multispectral palmprint recognition: a survey and comparative study, J. Circuits Syst. Comput., 28, 1, 10.1142/S021812661950107X Yan, 2015, Palm vein recognition based on multi-sampling and feature-level fusion, Neurocomputing, 151, 798, 10.1016/j.neucom.2014.10.019 Zhou, 2014, Palm-vein classification based on principal orientation features, PLOS ONE, 9, 10.1371/journal.pone.0112429 Elnasir, 2014, Proposed scheme for palm vein recognition based on linear discrimination analysis and nearest neighbour classifier, Int. Symp. Biom. Secur. Technol. (ISBAST), 67 Lee, 2015, Palm vein recognition based on a modified (2D)2LDA, Signal Image Video Process., 9, 229, 10.1007/s11760-013-0425-6 Kang, 2014, Contactless palm vein recognition using a mutual foreground-based local binary pattern, IEEE Trans. Inf. Forensics Secur., 9, 1974, 10.1109/TIFS.2014.2361020 Piciucco, 2018, Palm vein recognition using a high dynamic range approach, IET Biom., 7, 439, 10.1049/iet-bmt.2017.0192 Lee, 2012, A novel biometric system based on palm vein image, Pattern Recognit. Lett., 33, 1520, 10.1016/j.patrec.2012.04.007 Zhou, 2011, Human identification using palm-vein images, IEEE Trans. Inf. Forensics Secur., 6, 1259, 10.1109/TIFS.2011.2158423 Xin, 2017, Palm vein recognition scheme based on an adaptive Gabor filter, IET Biom., 6, 325, 10.1049/iet-bmt.2016.0085 Xin, 2017, Palm vein recognition method based on fusion of local Gabor histograms, J. China Univ. Posts Telecommun., 24, 55, 10.1016/S1005-8885(17)60242-5 Bharathi, 2018, Biometric recognition using finger and palm vein images, Soft Comput., 23, 1843, 10.1007/s00500-018-3295-6 Olusayo, 2013, Palm vein recognition system using hybrid principal component analysis and artificial neural network, Int. J. Adv. Res. Comput. Sci. Softw. Eng., 3, 69 Ye, 2004, Two-dimensional linear discriminant analysis, Adv. Neural Inf. Process. Syst. (NIPS), 1569 Ladoux, 2009, Palm vein verification system based on SIFT matching, 1290 Mirmohamadsadeghi, 2011, Palm vein recognition with local binary patterns and local derivative patterns Mirmohamadsadeghi, 2014, Palm vein recognition with local texture patterns, IET Biom., 3, 198, 10.1049/iet-bmt.2013.0041 Fronitasari, 2017, Palm vein recognition by using modified of local binary pattern (LBP) for extraction feature Dorigo, 1997, Ant colony system: a cooperative learning approach to the traveling salesman problem, IEEE Trans. Evol. Comput., 1, 53, 10.1109/4235.585892 Baterina, 2010, Image edge detection using ant colony optimization, WSEAS Trans. Signal Process. Arch., 6, 58 Tian, 2008, An ant colony optimization algorithm for image edge detection, 751 Otsu, 1979, A threshold selection method from gray level histograms, IEEE Trans. Syst.Man. Cybern., 9, 62, 10.1109/TSMC.1979.4310076 Pietikainen, 2011 Ojala, 2002, Multiresolution gray-scale and rotation invariant texture classification with local binary patterns, IEEE Trans. Pattern Anal. Mach. Intell., 24, 971, 10.1109/TPAMI.2002.1017623 Kullback, 1951, On information and sufficiency, Ann. Math. Stat., 22, 79, 10.1214/aoms/1177729694 A.C.S. Chung, W.M. Wells, A. Norbash, W.E.L. Grimson, Multi-modal image registration by minimising Kullback–Leibler distance, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), The Series of Lecture Notes in Computer Science 2489 (2002) 525–532. Bounneche, 2016, Multi-spectral palmprint recognition based on oriented multiscale log-Gabor filters, Neurocomputing, 205, 274, 10.1016/j.neucom.2016.05.005 Jaccard, 1901, Distribution de la flore alpine dans le Bassin des Dranses et dans quelques regions voisines, Bull. Soc. Vaudoise Sci. Nat., 37, 241 Polyu multi-spectral palmprint database. http://www4.comp.polyu.edu.hk/biometrics/MultispectralPalmprint/MSP.htm. Lu, 2016, Palm vein recognition using directional features derived from local binary patterns, Int. J. Signal Process. Image Process. Pattern Recognit., 9, 87 Wang, 2018, Spatial pyramid pooling of selective convolutional features for vein recognition, IEEE Access, 6, 28563, 10.1109/ACCESS.2018.2839720 Joardar, 2019, Palm dorsa vein pattern based biometric verification system using anisotropic generalized procrustes analysis on weighted training dictionary, Appl. Soft Comput., 85, 105562, 10.1016/j.asoc.2019.105562 Joardar, 2017, Multi-size patch based collaborative representation for palm dorsa vein pattern recognition by enhanced ensemble learning with modified interactive artificial bee colony algorithm, Eng. Appl. Artif. Intell., 60, 151, 10.1016/j.engappai.2017.02.002