Dr. Gongping Yang(杨公平),Professor

Mail: School of Software Engineering, Software Park Campus, Shandong University, #1500 Shunhua Road, Jinan, P.R. China,250101
(济南市高新开发区舜华路1500号 山东大学 软件园校区 计算机学院,250101)
Email:gpyang@sdu.edu.cn
URL:http://mla.sdu.edu.cn/ygp.html
My DBLP

 

[Resume] [ Research Interests] [ Selected Publications] [ Academic Activities]

Resume
Gongping Yang was born in Shandong province, China.He received his Bachelor degree in Computer and Application, Master and Ph.D. degrees in Computer Software and Theory from Shandong University, Jinan, China, in 1992, 2001 and 2007, respectively. Since 2013, Dr. Gongping Yang has been a Professor in School of Software Engineering at Shandong University, Jinan, China.

Research Interests
    
  • Machine Learning and Applications
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  • Biometrics
  •     
  • Medical Image Processing

  • Selected Publications
        
  • Lu Yang,Gongping Yang*,Xiaoming Xi,Kun Su,Qing Chen,Yilong Yin.Finger Vein Code: From Indexing to Matching.IEEE Transactions on Information Forensics and Security(Early Access).DOI: 10.1109/TIFS.2018.2871778
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  • Qing Chen, Lu Yang, Gongping Yang*, Yilong Yin.Geometric Shape Analysis based Finger Vein Deformation Detection and Correction.Neurocomputing 311: 112-125 (2018).
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  • Qiangchang Wang, Yuanjie Zheng, Gongping Yang, Weidong Jin, Xinjian Chen and Yilong Yin, Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification. IEEE J. Biomedical and Health Informatics 22(1): 184-195 (2018).
  •     
  • Kuikui Wang, Lu Yang, Gongping Yang, Xin Luo, Kun Su and Yilong Yin, Finger Vein Image Retrieval via Coding Scale-varied Superpixel Feature. ICMR 2017: 375-382.
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  • Lu Yang, Gongping Yang, Yilong Yin, and Xiaoming Xi.Finger Vein Recognition with Anatomy Structure Analysis.IEEE Trans. Circuits Syst. Video Techn. 28(8): 1892-1905 (2018).
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  • Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin, and Shuo Li.Learning Deep Match Kernels for Image-Set Classification.CVPR 2017: 6240-6249.
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  • Qing Chen, Lu Yang, Gongping Yang, Yilong Yin, Xianjing Meng. DFVR: Deformable Finger Vein Recognition.Proceedings of 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), pp. 1278-1282, NEW ORLEANS, USA, Mar. 05-09, 2017.
  •     
  • Lizhen Zhou,Gongping Yang*,Lu Yang,Yilong Yin,and Ying Li. Finger Vein Recognition Based on Stable and Discriminative Superpixels ,IJPRAI 30(6): 1-22 (2016).
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  • Lu Yang,Gongping Yang*,Yilong Yin and Lizhen Zhou. User individuality based cost-sensitive learning:A case study in finger vein recognition ,2016 International Conference on Biometrics (ICB), Halmstad, Sweden, 2016, pp. 1-8.doi: 10.1109/ICB.2016.7550075.
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  • Kuikui Wang,Lu Yang, Kun Su, Gongping Yang* and Yilong Yin. Binary search path of vocabulary tree based finger vein image retrieval, ICB 2016: 1-8.
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  • Lizhen Zhou,Gongping Yang,Lu Yang,Yilong Yin,and Ying Li. Finger vein image quality evaluation based on support vector regression.,International Journal of Signal Processing, Image Processing and Pattern Recognition Vol.8, No.8 (2015), pp.211-222.
  •     
  • Lu Yang,Gongping Yang*,Lizhen Zhou, Yilong Yin. Superpixel based Finger Vein ROI Extraction with Sensor Interoperability, ICB 2015: 444-451.
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  • Xuzhou Li, Yilong Yin*, Yanbin Ning, Gongping Yang,Lei Pan. A Hybrid Biometric Identification Framework for High Security Applications.Frontiers of Computer Science.Vol.9 No. 3.392-401,Jun 2015.
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  • Lumei Dong, Gongping Yang*, Yilong Yin, Xiaoming Xi, Lu Yang and Fei Liu. Finger Vein Verification with Vein Textons.IJPRAI 29(4) (2015).
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  • Zhe Han,Yilong Yin*,Xianjing Meng,Gongping Yang,Xiaowei Yan. Blood Vessel Segmentation in Pathological Retinal Image,2014 IEEE International Conference on Date Mining Workshop(ICDMW). pp:960-967, ShenZhen,China,December 14-14,2014.
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  • Xiaowei Yan, Gongping Yang, Yilong Yin, Xianjing Meng, Zhe Han. A Classification-based Method for Retinal Image Quality Assessment, International Journal of Electrical Engineering, 2014, 21(3), 75-83.
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  • Fei Liu ,Yilong Yin, Gongping Yang, Lumei Dong, and Xiaoming Xi. Finger Vein Recognition with Superpixel-based Features, IJCB 2014: 1-8.
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  • Lu Yang, Gongping Yang, Yilong Yin, Lizhen Zhou. A survey of finger vein recognition. The 9th Chinese Conference on Biometric Recognition(CCBR2014), pp: 234-243, Shenyang, China, December 7-9, 2014.
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  • Lu Yang, Gongping Yang, Yilong Yin, Lumei Dong. Local vein texton learning for finger vein recognition.The 9th Chinese Conference on Biometric Recognition(CCBR2014), pp: 271-280, Shenyang, China, December 7-9, 2014. (Best student paper award)
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  • Lumei Dong,Gongping Yang, Yilong Yin, Fei Liu, and Xiaoming Xi. Finger Vein Verification Based on a Personalized Best Patches Map, IJCB 2014: 1-8.
  •     
  • Shuangling Wang,Yilong Yin,Guibao Cao,Benzheng Wei,Yuanjie Zheng,Gongping Yang.Hierarchical retinal blood vessel segmentation based on feature and ensemble learning.Neurocomputing 226: 270-272 (2017).
  •     
  • Fei Liu, Gongping Yang, Yilong Yin, Shuaiqiang Wang.Singular value decomposition based minutiae matching method for finger vein recognition.Neurocomputing 145: 75-89, 2014.
  •     
  • Yang L, Yang G, Yin Y, et al. Exploring soft biometric trait with finger vein recognition[J]. Neurocomputing, 2014, 135: 218-228.(SCI)
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  • Xi X, Yang G, Yin Y, et al. Finger vein recognition based on the hyperinformation feature[J]. Optical Engineering, 2014, 53(1): 013108-013108.(SCI)
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  • Yang G, Xiao R, Yin Y, et al. Finger Vein Recognition Based on Personalized Weight Maps[J]. Sensors, 2013, 13(9): 12093-12112.(SCI)
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  • Xi X, Yang G, Yin Y, et al. Finger Vein Recognition with Personalized Feature Selection[J]. Sensors, 2013, 13(9): 11243-11259.( SCI)
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  • Yang L, Yang G, Yin Y, et al. Sliding window-based region of interest extraction for finger vein images[J]. Sensors, 2013, 13(3): 3799-3815.(SCI)
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  • Li Y, Yin Y, Yang G. Sensor-oriented feature usability evaluation in fingerprint segmentation[J]. Optical Engineering, 2013, 52(6): 067201-067201.(SCI)
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  • Yang L, Yang G, Yin Y, et al. Finger vein image quality evaluation using support vector machines[J].
          Optical Engineering, 2013, 52(2): 027003-027003.(SCI)
  •     
  • Meng X, Yang G, Yin Y, et al. Finger vein recognition based on local directional code[J]. Sensors, 2012, 12(11): 14937-14952.( SCI)
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  • Yang G, Xi X, Yin Y. Finger vein recognition based on (2D) 2 PCA and metric learning[J]. BioMed Research International, 2012, 2012.(SCI)
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  • Yang G, Li Y, Yin Y, et al. Two-level evaluation on sensor interoperability of features in fingerprint image segmentation[J].
         Sensors, 2012, 12(3): 3186-3199.(SCI)
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  • Yang G, Xi X, Yin Y. Finger vein recognition based on a personalized best bit map[J]. Sensors, 2012, 12(2): 1738-1757.(SCI)
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  • Yang G, Zhou G T, Yin Y, et al. K-means based fingerprint segmentation with sensor interoperability[J].
         EURASIP J. Adv. Sig. Proc. 2010 (2010).

  • Academic Activities
      Organization Services:
        
  • Member CCF Artificial Intelligence and Pattern Recognition Technical Committee              
  • 2013-
        
  • Member CCF Multiple-Valued & Fuzzy Logic Technical Committee              
  • 2012-
        
  • Member CAAI Machine Learning Technical Committee              
  • 2008-
      Conference Services:
        
  • CCDM2014(the 5th Chinese Conference on Data Mining, May 2014, Jinhua, China)             
  • PC Member
        
  • CCBR2014(the 9th Chinese Conference on Biometric Recognition, November 2014, Shenyang, China)        
  • PC Member
        
  • CCBR2013(the 8th Chinese Conference on Biometric Recognition, November 2013, Jinan, China)        
  • Program Co-chair
        
  • CCML2013(the 14th China Conference on Machine Learning, August 2013, Kunming, China)        
  • PC Member
        
  • CCML2011(the 13th China Conference on Machine Learning, August 2011, Wuyishan, China)        
  • PC Member
        
  • CCML2010 (the 12th China Conference on Machine Learning, August 2010, Jinan, China)        
  • Organization Chair
        
  • CCML2010 (the 12th China Conference on Machine Learning, August 2010, Jinan, China)        
  • PC Member
        
  • ICNC2008 (The 4th International Conference on Natural Computation, October 2008, Jinan, China)        
  • Organization Chair

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