杨公平 教授

电子邮箱: gpyang@sdu.edu.cn
英文主页: http://mla.sdu.edu.cn/ygp.html
My DBLP: https://dblp.uni-trier.de/pers/hd/y/Yang:Gongping

 

[ 简历] [ 招生意向] [ 研究方向] [ 讲授课程][ 承担项目][ 发表论文][ 本人研究生从事的工作领域]

简历
杨公平,博士,山东大学软件学院,教授,博士生导师。中国计算机学会CCF人工智能与模式识别专业委员会委员,CCF计算机视觉专业委员会委员;中国人工智能学会CAAI机器学习专业委员会委员,CAAI模式识别专业委员会委员。担任第八届中国生物识别学术会议(CCBR2013)程序委员会共同主席,CCML2010、ICNC2008组织委员会主席,CCDM2018出版主席,CCML、CCDM、NCIIP、CCAI等近几年系列会议的程序委员会委员。担任TIFS、TIP、IET Biometrics等国际相关学术期刊审稿人,国际期刊JOURNAL OF BIOMETRICS AND ITS APPLICATIONS编委。主要从事机器学习及应用、生物特征识别等方面的研究工作。主持国家自然科学基金面上项目2项,山东省自然科学基金1项,山东省重点研发计划项目1项,以骨干成员参与国家自然科学基金重点项目1项。获得国家发明专利5项,获得2013年度山东省科技进步二等奖1项(第二位)。

招生意向
每年招收博士生1名,硕士生3~5名。

研究方向
主要从事机器学习及应用、生物特征识别等方面的研究工作。

讲授课程
人工智能导论-本科生
操作系统(双语)-本科生
操作系统课程设计(双语)-本科生

承担项目
1、基于心电信号的生物特征识别关键技术研究.山东省重点研发计划. 2018.1-2020.12 主持
2、大规模人群与多类型设备场景下的手指静脉识别关键问题研究. 国家自然科学基金面上项目. 2015.1-2018.12 主持
3、个性化生物特征识别问题研究. 国家自然科学基金面上项目. 2012.1-2015.12 主持
4、指纹图像分割中的设备无关性问题研究. 山东省自然科学基金项目. 2009.12-2012.12 主持

发表论文
    
  • 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.
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  • 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£ºA 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.
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  • 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.
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  • 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).
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  • 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)
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  • 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).

  • 本人研究生从事的工作领域
    科研与研发。

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