Journal of Shandong University(Engineering Science) ›› 2023, Vol. 53 ›› Issue (2): 118-126.doi: 10.6040/j.issn.1672-3961.0.2022.190

Previous Articles     Next Articles

Finger vein image retrieval based on multi-feature fusion

LIU Xing, YANG Lu*, HAO Fanchang   

  1. School of Computer Science and Technology, Shandong Jianzhu University, Jinan 250101, Shandong, China
  • Received:2022-05-11 Online:2023-04-22 Published:2023-04-21

PDF (PC)

160

CLC Number: 

  • TP391
[1] WU Jianda, YE Siouhuan. Driver identification using finger-vein patterns with radon transform and neural network[J]. Expert Systems with Applications, 2009, 36(3): 5793-5799.
[2] KUMAR Ajay, ZHOU Yingbo. Human identification using finger images[J]. IEEE Transactions on Image Processing, 2012, 21(4): 2228-2244.
[3] QIN Huafeng, EL-YACOUBI Mounim A. Deep representation based feature extraction and recovering for finger-vein verification[J]. IEEE Transactions on Information Forensics and Security, 2017, 12(8): 1816-1829.
[4] KANG Wenxiong, LU Yuting, LI Dejian, et al. From noise to feature: exploiting intensity distribution as a novel soft biometric trait for finger vein recognition[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(4): 858-869.
[5] DAS Rig, PICIUCCO Emanuela, MAIORANA Emanuela, et al. Convolutional neural network for finger-vein-based biometric identification[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(2): 360-373.
[6] YANG Wenming, HUI Changqing, CHEN Zhiquan, et al. FV-GAN: finger vein representation using generative adversarial networks[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(9): 2512-2524.
[7] WANG K K, YANG L, SU K, et al. Binary search path of vocabulary tree based finger vein image retrieval[C] //Proceedings of 2016 International Conference on Biometrics(ICB). NJ, USA: IEEE, 2016: 1-8.
[8] WANG K K, YANG L, YANG G P, et al. Integration of discriminative features and similarity-preserving encoding for finger vein image retrieval[C] //Proceedings of 2017 IEEE International Conference on Image Processing(ICIP). NJ, USA: IEEE, 2017: 3525-3529.
[9] SU K, YANG G P, YANG L, et al. Finger vein image retrieval via affinity-preserving K-means hashing[C] //Proceedings of 2017 IEEE International Joint Conference on Biometrics(IJCB). NJ, USA: IEEE, 2017: 375-382.
[10] SURBIRYLA J, RAGHAVENDRA R, BUSCH C. Finger vein indexing based on binary features[C] //Proceedings of Colour and Visual Computing Symposium(CVCS). NJ, USA: IEEE, 2015:1-6.
[11] RAGHAVENDRA R, SURBIRYALA J, BUSCH C. An efficient finger vein indexing scheme based on unsupervised clustering[C] //Proceedings of IEEE International Conference on Identity, Security and Behavior Analysis(ISBA 2015). NJ, USA: IEEE, 2015: 1-8.
[12] TANG D, HUANG B N, LI R F, et al. A person retrieval solution using finger vein patterns[C] //Proceedings of 2010 20th International Conference on Pattern Recognition. NJ, USA: IEEE, 2010: 1306-1309.
[13] YANG Lu, YANG Gongping, XI Xiaoming, et al. Finger vein code: from indexing to matching[J]. IEEE Transactions on Information Forensics and Security, 2019, 14(5):1210-1223.
[14] RADZI S A, HANI M K, BAKHTERI R. Finger-vein biometric identification using convolutional neural network[J]. Turkish Journal of Electrical Engineering & Computer Sciences, 2016, 24(3):1863-1878.
[15] MENG G S, FANG P Y, ZHANG B. Finger vein recognition based on convolutional neural network[C] //Proceedings of MATEC Web of Conferences. Paris, France: EDP Sciences, 2017, 128: 04015.
[16] LIU Guanghai, ZHANG Lei, HOU Yingkun, et al. Image retrieval based on multi-texton histogram[J]. Pattern Recognition, 2010, 43(7):2380-2389.
[17] HONG L, WAN Y F, JAIN A. Fingerprint image enhancement: algorithm and performance evaluation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1998, 20(8):777-789.
[18] YANG Lu, YANG Gongping, YIN Yilong, et al. Finger vein recognition with anatomy structure analysis[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2017, 28(8):1892-1905.
[19] YIN Y L, LIU L L, SUN X W. SDUMLA-HMT: a multimodal biometric database[C] //Proceedings of Chinese Conference on Biometric Recognition. Berlin, Germany: Springer, 2011: 260-268.
[20] YANG L, YANG G P, ZHOU L Z, et al. Superpixel based finger vein roi extraction with sensor interoperability[C] //Proceedings of 2015 International Conference on Biometrics(ICB). NJ, USA: IEEE, 2015: 444-451.
[1] HUANG Huajuan, CHENG Qian, WEI Xiuxi, YU Chuchu. Adaptive crow search algorithm with Jaya algorithm and Gaussian mutation [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 11-22.
[2] LIU Fangxu, WANG Jian, WEI Benzheng. Auxiliary diagnosis algorithm for pediatric pneumonia based on multi-spatial attention [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 135-142.
[3] ZHANG Hao, LI Ziling, LIU Tong, ZHANG Dawei, TAO Jianhua. A technology prediction model based on fuzzy Bayesian networks with sociological factors [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 23-33.
[4] WU Yanli, LIU Shuwei, HE Dongxiao, WANG Xiaobao, JIN Di. Poisson-gamma topic model of describing multiple underlying relationships [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 51-60.
[5] YU Mingjun, DIAO Hongjun, LING Xinghong. Online multi-object tracking method based on trajectory mask [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 61-69.
[6] YU Yixuan, YANG Geng, GENG Hua. Multimodal hierarchical keyframe extraction method for continuous combined motion [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 42-50.
[7] Yue YUAN,Yanli WANG,Kan LIU. Named entity recognition model based on dilated convolutional block architecture [J]. Journal of Shandong University(Engineering Science), 2022, 52(6): 105-114.
[8] Xiaobin XU,Qi WANG,Bin GAO,Zhiyu SUN,Zhongjun LIANG,Shangguang WANG. Pre-allocation of resources based on trajectory prediction in heterogeneous networks [J]. Journal of Shandong University(Engineering Science), 2022, 52(4): 12-19.
[9] Yinfeng MENG,Qingfang LI. Recognition learning based on multivariate functional principal component representation [J]. Journal of Shandong University(Engineering Science), 2022, 52(3): 1-8.
[10] Xiushan NIE,Yuling MA,Huiyan QIAO,Jie GUO,Chaoran CUI,Zhiyun YU,Xingbo LIU,Yilong YIN. Survey on student academic performance prediction from the perspective of task granularity [J]. Journal of Shandong University(Engineering Science), 2022, 52(2): 1-14.
[11] Tongyu JIANG,Fan CHEN,Hongjie HE. Lightweight face super-resolution network based on asymmetric U-pyramid reconstruction [J]. Journal of Shandong University(Engineering Science), 2022, 52(1): 1-8, 18.
[12] Jun HU,Dongmei YANG,Li LIU,Fujin ZHONG. Cross social network user alignment via fusing node state information [J]. Journal of Shandong University(Engineering Science), 2021, 51(6): 49-58.
[13] Ye LIANG,Nan MA,Hongzhe LIU. Image-dependent fusion method for saliency maps [J]. Journal of Shandong University(Engineering Science), 2021, 51(4): 1-7.
[14] Xinlu ZONG,Jiayuan DU. Evacuation simulation model based on multi-target driven artificial bee colony algorithm [J]. Journal of Shandong University(Engineering Science), 2021, 51(3): 1-6.
[15] YANG Xiuyuan, PENG Tao, YANG Liang, LIN Hongfei. Adaptive multi-domain sentiment analysis based on knowledge distillation [J]. Journal of Shandong University(Engineering Science), 2021, 51(3): 15-21.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
[1] ZHANG Xin,LI Shu-cai,LI Shu-chen . Back analysis of initial geostress and its application considering the effect of crude seepage field[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(4): 57 -62 .
[2] SHI Lai-shun,DONG Yan-yan,LI Yan-yan,LI Wen-jing . The catalytic oxidation of simulated wastewater containing eriochrome black T with chlorine dioxide as an oxidant[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(5): 113 -117 .
[3] NIU Lin, ZHAO Jian-Guo, LI Ke-Jun. Study of a power frequency magnetic field of 1000kVUHV AC  transmission lines[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(1): 154 -158 .
[4] LI Wen-yi,XU Shi-guo,WANG Xing-ju, . Study on the method of analysis and calculation for the constitution of quantity of river water[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 71 -74 .
[5] FENG Xian-Da, LI Shu-Chen, XU Bang-Shu. Numerical simulation study on influence factors of  the seepage volume of  submarine tunnels[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(4): 21 -24 .
[6] WANG Hong-ru1, WANG Zhong-qiu1, 3*, ZHANG Qian2, LI Jian-feng3, SUN Jie3. Flow stress determination of aluminum alloy 7050-T7451 using cutting experiment inverse analysis methods[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2012, 42(1): 115 -120 .
[7] ZHANG Dao-qiang. Knowledge preserving embedding[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(2): 1 -10 .
[8] FENG Zhi-yu . Study on desurphurization and denitrification of the absorptive catalyst from lignite[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(1): 107 -110 .
[9] ZHANG Xun-hua1, YE Ning2, WANG Hou-li3. Wood CT image registration by Harris corner detector[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(5): 101 -104 .
[10] YU Jiang-de1, ZHAO Hong-dan1, ZHENG Bo-ju1, YU Zheng-tao2. A method of gender discrimination based on character feature of Chinese names[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2014, 44(1): 13 -18 .
Copyright 2018 © Editorial office of Journal of Shandong University (Engineering Science)
Supported by Beijing Magtech Co.Ltd