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

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] DENG Bin, ZHANG Zongbao, ZHAO Wenmeng, LUO Xinhang, WU Qiuwei. Cloud-edge collaborative and graph neural network based load forecasting method for electric vehicle charging stations [J]. Journal of Shandong University(Engineering Science), 2025, 55(5): 62-69.
[2] LI Erchao, ZHANG Zhizhao. Online dynamic demand vehicle routing planning [J]. Journal of Shandong University(Engineering Science), 2024, 54(5): 62-73.
[3] YANG Jucheng, WEI Feng, LIN Liang, JIA Qingxiang, LIU Jianzheng. A research survey of driver drowsiness driving detection [J]. Journal of Shandong University(Engineering Science), 2024, 54(2): 1-12.
[4] XIAO Wei, ZHENG Gengsheng, CHEN Yujia. Named entity recognition method combined with self-training model [J]. Journal of Shandong University(Engineering Science), 2024, 54(2): 96-102.
[5] Gang HU, Lemeng WANG, Zhiyu LU, Qin WANG, Xiang XU. Importance identification method based on multi-order neighborhood hierarchical association contribution of nodes [J]. Journal of Shandong University(Engineering Science), 2024, 54(1): 1-10.
[6] Jiachun LI,Bowen LI,Jianbo CHANG. An efficient and lightweight RGB frame-level face anti-spoofing model [J]. Journal of Shandong University(Engineering Science), 2023, 53(6): 1-7.
[7] Yujiang FAN,Huanhuan HUANG,Jiaxiong DING,Kai LIAO,Binshan YU. Resilience evaluation system of the old community based on cloud model [J]. Journal of Shandong University(Engineering Science), 2023, 53(5): 1-9, 19.
[8] Ying LI,Jiankun WANG. The classification of mild cognitive impairment based on supervised graph regularization and information fusion [J]. Journal of Shandong University(Engineering Science), 2023, 53(4): 65-73.
[9] 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.
[10] 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.
[11] 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.
[12] 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.
[13] 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.
[14] 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.
[15] 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.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] WANG Su-yu,<\sup>,AI Xing<\sup>,ZHAO Jun<\sup>,LI Zuo-li<\sup>,LIU Zeng-wen<\sup> . Milling force prediction model for highspeed end milling 3Cr2Mo steel[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(1): 1 -5 .
[2] LI Kan . Empolder and implement of the embedded weld control system[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(4): 37 -41 .
[3] KONG Xiang-zhen,LIU Yan-jun,WANG Yong,ZHAO Xiu-hua . Compensation and simulation for the deadband of the pneumatic proportional valve[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(1): 99 -102 .
[4] LAI Xiang . The global domain of attraction for a kind of MKdV equations[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(1): 87 -92 .
[5] YU Jia yuan1, TIAN Jin ting1, ZHU Qiang zhong2. Computational intelligence and its application in psychology[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(1): 1 -5 .
[6] CHEN Rui, LI Hongwei, TIAN Jing. The relationship between the number of magnetic poles and the bearing capacity of radial magnetic bearing[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(2): 81 -85 .
[7] WANG Bo,WANG Ning-sheng . Automatic generation and combinatory optimization of disassembly sequence for mechanical-electric assembly[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 52 -57 .
[8] LI Ke,LIU Chang-chun,LI Tong-lei . Medical registration approach using improved maximization of mutual information[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 107 -110 .
[9] JI Tao,GAO Xu/sup>,SUN Tong-jing,XUE Yong-duan/sup>,XU Bing-yin/sup> . Characteristic analysis of fault generated traveling waves in 10 Kv automatic blocking and continuous power transmission lines[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2006, 36(2): 111 -116 .
[10] . [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(1): 27 -32 .