杨公平教授 个人空间

杨公平   教授

gpyang@sdu.edu.cn
http://mla.sdu.edu.cn



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


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


近几年代表作,标注*为通讯作者

Kun Su, Gongping Yang*, Lu Yang, Peng Su and Yilong Yin. Non-negative Locality-constrained Vocabulary Tree for Finger Vein Image Retrieval. Frontiers of Computer Science.2018 :1-15.CCF C

Meng Xianjing, Xi Xiaoming, Yang Gongping and Yin YiLong*. Finger vein Recognition based on Deformation Information SCIENCE CHINA Information Sciences. 2018,61(5):052103.CCF B.

Bo Wu, Gongping Yang*, Lu Yang, Yilong Yin. Robust ECG Biometrics Using Two-Stage Model. ICPR2018.CCF C,oral

Yun Liu, Gang Ren, Gongping Yang, Xiaoming Xi, Xinjian Chen, Yilong Yin*,Fully Convolutional Network and Graph-Based Method for Co-Segmentation of Retinal Layer on Macular OCT Images.ICPR2018, CCF C

Qiangchang Wang, Yuanjie Zheng, Gongping Yang, Weidong Jin, Xinjian Chen and Yilong Yin*, Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2017. JCR二区

Kuikui Wang, Lu Yang, Gongping Yang*, Yilong Yin. Integration of Discriminative Features and Similarity-preserved Encoding for Finger Vein Image Retrieval. ICIP2017. CCF C

Kun Su, Gongping Yang*, Lu Yang, and Yilong Yin. Finger Vein Image Retrieval via Affinity-Preserving K-means Hashing. IJCB2017.CCF C

Kuikui Wang, Lu Yang, Gongping Yang*, Xin Luo, Kun Su, Yilong Yin: Finger Vein Image Retrieval via Coding Scale-varied Superpixel Feature. ICMR 2017: 375-382, CCF B,oral

Lu Yang, Gongping Yang*, Yilong Yin, and Xiaoming Xi,Finger Vein Recognition with Anatomy Structure Analysis,IEEE Transactions on Circuits and Systems for Video Technology.2017.CCF B

Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin*, and Shuo Li.Learning Deep Match Kernels for Image-Set Classification.Proceedings of the IEEE conference on computer vision and pattern recognition. Hawaii, USA, 2017. CCF A

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. CCF B,oral

Lizhen Zhou,Gongping Yang*,Lu Yang,Yilong Yin,and Ying Li.Finger Vein Recognition Based on Stable and Discriminative Superpixels ,International Journal of Pattern Recognition and Artificial Intelligence, 2016, 30(06): 1650015. CCF C

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. CCF C,oral

Kuikui Wang, Lu Yang, Kun Su, Gongping Yang* and Yilong Yin. Binary search path of vocabulary tree based finger vein image retrieval,2016 International Conference on Biometrics (ICB), Halmstad, Sweden, 2016, pp. 1-8.doi: 10.1109/ICB.2016.7550056.CCF C,oral

Lu Yang, Gongping Yang*, Lizhen Zhou, Yilong Yin. Superpixel based Finger Vein ROI Extraction with Sensor Interoperability. Proceedings of 2015 International Conference on Biometrics, ICB 2015. p444-451. CCF C

LUMEI DONG, GONGPING YANG∗, YILONG YIN, XIAOMING XI, LU YANG and FEI LIU. FINGER VEIN VERIFICATION WITH VEIN TEXTONS. International Journal of Pattern Recognition and Artificial Intelligence.Vol. 29, No. 4 (2015) 1556003 (20 pages) .CCF C

Lizhen Zhou, Gongping Yang*, Lu Yang, Yilong Yin, 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.CCF C

Qing Zhang,Yilong Yin*,Gongping Yang. Unmatched minutiae: Useful information to boost fingerprint recognition. Neurocomputing.Volume 171, 1 January 2016, Pages 1401–1413. CCF C,JCR二区

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. CCF C

Shuangling Wang,Yilong Yin*,Guibao Cao,Benzheng Wei,Yuanjie Zheng,Gongping Yang.Hierarchical retinal blood vessel segmentation based on feature and ensemble learning.Neurocomputing,149:708-717,2015. CCF C,JCR二区

Gongping Yang. Finger Vein Recognition: Overview, Our Work, and Challenges.CCBR2014 大会特邀报告

Fei Liu, Yilong Yin*, Gongping Yang, Lumei Dong, and Xiaoming Xi. Finger Vein Recognition with Superpixel-based Features. IJCB2014. CCF C,oral

Lumei Dong, Gongping Yang*, Yilong Yin, Fei Liu, and Xiaoming Xi. Finger Vein Verification Based on a Personalized Best Patches Map. IJCB2014. CCF C

Fei Liu, Gongping Yang, Yilong Yin*, Shuaiqiang Wang. Singular Value Decomposition Based Minutiae Matching Method for Finger Vein Recognition.Neurocomputing.145: 75-89, 2014.CCF C,JCR二区

Lu Yang, Gongping Yang*, Yilong Yin, Xiaoming Xi. Exploring soft biometric trait with finger vein recognition. Neurocomputing 135 (2014) 218 – 228. CCF C,JCR二区

本人研究生从事的工作领域


科研与研发。