杨公平 教授

gpyang@sdu.edu.cn
http://mla.sdu.edu.cn
2013/09 –至今，山东大学，计算机科学与技术学院，教授
2004/09 –2013/08，山东大学，计算机科学与技术学院，副教授
1997/09 –2004/08，山东大学，计算机科学与技术学院，讲师
1992/07 –1997/08，山东工业大学，计算机工程系，助教

招生意向
每年招收硕士生2～3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、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 负责人
2、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 负责人
3、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 负责人
4、基于机器学习的多模态医学影像信息处理与分析.国家自然科学基金重点项目.2013.1-2016.12 主要成员
发表论文
1．期刊论文：
[1]Gongping Yang, Ying Li, Yilong Yin*, Ya-Shuo Li. Two-Level Evaluation on Sensor Interoperability of Features in Fingerprint Image Segmentation, Sensors, 12(3), pp:3186-3199.2012.（SCI收录，2012IF=1.953，2区）
[2]Gongping Yang, XiaomingXi,YilongYin*. Finger Vein Recognition Based on a Personalized Best Bit Map. Sensors.12(2),pp:1738-1757.2012.（SCI收录，2012IF=1.953，2区）
[3]Gongping Yang, Rongyang Xiao, Yilong Yin*,Lu Yang. Finger Vein Recognition Based on Personalized Weight Maps. Sensors.13(9),pp:12093-12112.2013.（SCI收录，2012IF=1.953，2区）
[4]Lu Yang,Gongping Yang*,YilongYin,Rongyang Xiao. Sliding Window-Based Region of Interest Extraction for Finger Vein Images. Sensors.13(3),pp:3799-3815.2013.（SCI收录,2012IF=1.953，2区）
[5]Xiaoming Xi, Gongping Yang*, Yilong Yin, XianjingMeng. Finger Vein Recognition with Personalized Feature Selection. Sensors. 2013; 13(9):11243-11259.2013.（SCI收录，2012IF=1.953，2区）
[6]Xianjing Meng, Gongping Yang*, Yilong Yin, Rongyang Xiao. Finger Vein Recognition Based on Local Directional Code. Sensors. 12(11),pp: 14937-14952.2012.（SCI收录，2012IF=1.953，2区）
[7]Gongping Yang, Xiaoming Xi, YilongYin*. Finger Vein Recognition Based on (2D)2PCA and Metric Learning. Journal of Biomedicine and Biotechnology.2012(2012),pp:324249(1-9). 2012.（SCI收录，2012IF=2.88，3区）
[8]Lu Yang, Gongping Yang*, Yilong Yin, Xiaoming Xi.Exploring Soft Biometric Trait with Finger Vein Recognition. Neurocomputing. Volume 135, 5 July 2014, Pages 218–228.(SCI收录，2012IF=1.58，3区)
[9]Gongping Yang, Guang-Tong Zhou, Yilong Yin*,Xiukun Yang. K-Means Based Fingerprint Segmentation with Sensor Interoperability. EURASIP Journal on Advances in Signal Processing, 2010(2010),pp:729378(1-12).2010. (SCI收录，2010IF=1.012，4区)
[10]Gongping Yang, Yilong Yin*,XiuyanQi.Fingerprint classification methodbased on j-divergence entropy and SVM.Applied Mathematics & Information Sciences. 8(1L), pp:245-251. 2014.（SCI收录，2012IF=0.731，4区）
[11]Lu Yang,Gongping Yang*,YilongYin,Rongyang Xiao. Finger Vein Image Quality Evaluation using Support Vector Machines. Optical Engineering.52(2),pp:027003(1-9).2013.（SCI收录，2012IF=0.88，4区）
[12]Kong, Tao, Gongping Yang*, and Lu Yang. A hierarchical classification method for finger knuckle print recognition. EURASIP Journal on Advances in Signal Processing 2014.1 (2014): 44. (SCI源刊，2012IF=0.80，4区)
[13]Xiaoming Xi,Gongping Yang,Yilong Yin* Lu Yang.Finger Vein Recognition based on the Hyperinformation Feature. Optical Engineering. 53(1),pp:013018(1-11),2014.（ SCI收录， 2012IF=0.88，4区）
[14]Ying Li,Yilong Yin*,Gongping Yang. Sensor-oriented Feature Usability Evaluation in Fingerprint Segmentation. Optical Engineering.52(6), pp:067201(1-12),2013. （SCI收录，2012IF=0.88，4区）
[15]Xianjing Meng, Yilong Yin*, Gongping Yang, Xiaoming Xi. Retinal Identification Based on an Improved Circular Gabor Filter and Scale Invariant Feature Transform. Sensors. 13(7),pp:9248-9266.2013. （SCI收录，2012IF=1.953，2区）
[16]Gongping Yang, Shaohua Pang, YilongYin*,Yanan Li, Xuzhou Li.SIFT based Iris Recognition with Normalization and Enhancement. International Journal of Machine Learning and Cybernetics. 4(4),pp:401-407.2013.(EI收录)
[17]Tao Kong,Gongping Yang*, Lu Yang. A new ?nger-knuckle-print ROI extraction method based on probabilistic region growing algorithm. International Journal of Machine Learning and Cybernetics. published online.【EI收录】
[18]Bing jie Li,Gongping Yang*, Lu Yang. Finger-vein ROI extraction based on the contour of the finger. Journal of Computational Information Systems.10: 1 (2014) 29–37. 【EI收录】
[19]Ying Yang, Gongping Yang*, Shibing Wang. Finger Vein Recognition Based on Multi-instance. International Journal of Digital Content Technology and its Applications,2012,6(11):86-94. 【EI收录】
[20]Ying LI, Gongping YANG*, Zhiguo YANG. Fingerprint Segmentation Using Improved Automatic Labeling Based Linear Neighborhood Propagation. Journal of Computational Information Systems. 2011 Vol. 7 (16): 5674- 5682. 【EI收录】
[21]Feifei CUI, Gongping YANG*. Score Level Fusion of Fingerprint and Finger Vein Recognition. Journal of Computational Information Systems. 2011 Vol. 7 (16): 5723- 5731. 【EI收录】
[22]Yang FU, Wei QIN, Gongping YANG*. Dynamic Information from Video for Fingerprint Verification. Journal of Computational Information Systems.2011 Vol. 7 (16): 5698- 5707. 【EI收录】
[23]袭肖明，尹义龙*，杨公平，孟宪静. 基于手指静脉和手指轮廓的个性化融合方法，计算机研究与发展，50(9),pp:1914-1923. 2013.(EI收录)

2．会议论文：
[1]Rongyang Xiao, Gongping Yang*, Yilong Yin, Lu Yang. Modified Binary Pattern for Finger Vein Recognition. The 8th Chinese Conference on Biometric Recognition(CCBR2013), November 16-17, 2013.pp:258-265, Jinan, China.2013.（EI收录）
[2]Fei Liu, Gongping Yang*, Yilong Yin, Xiaoming Xi. Finger-Vein Recognition Based on Fusion of Pixel Level Feature and Super-Pixel Level Feature.The 8th Chinese Conference on Biometric Recognition(CCBR2013), November 16-17, 2013.pp:274-281, Jinan, China.2013.（EI收录）
[3]Lu Yang, Gongping Yang*, Yilong Yin, Rongyang Xiao. Exploring User-Specific Threshold in Finger Vein Authentication.The 8th Chinese Conference on Biometric Recognition(CCBR2013), November 16-17, 2013.pp:306-313, Jinan, China.2013.（EI收录）
[4]Rongyang Xiao, Gongping Yang*, Yilong Yin, Lu Yang. A Novel Matching Strategy for Finger Vein Recognition, IScIDE 2012. October 15-17, 2012. pp:364–371,Nanjing,China.2012.(EI收录)
[5]Qian Liu, Gongping Yang*, Liming Zhang.Fingerprint Segmentation Based on Ridge Search. Proceedings of the 6th International Conference on Natural Computation (ICNC'10), August 10-12,2010.pp:3313-3317. Yantai, China. 2010.（EI收录）
[6]Lu Wang,Gongping Yang* , Yilong Yin. Fast Iris Location Algorithm Based on Improved Hough Transform. Rough Set and Knowledge Technology Lecture Notes in Computer Science, October 15-17, 2010. pp: 439-446.Beijing,China.2010 (EI收录)

3. 奖励：
[1]尹义龙、杨公平、任春晓、李健、于瑞升、张军、刘中秋、詹小四、刘宁。指纹识别核心技术及产品研发与应用，山东省人民政府， 省科技进步奖，二等奖，2013

4. 专利：
[1]杨公平、翁大伟、尹义龙、任春晓、詹小四,一种新的指纹奇异点检测方法, 2010.6.2，中国，ZL**9.X
[2]杨公平、尹义龙、周广通、刘丽丽、孙希伟,一种与采集设备无关的指纹图像分割方法，2011.02.02，中国，ZL**8.X
[3]杨公平、袭肖明、尹义龙、肖荣洋、杨璐,一种基于个性化权重的手指静脉识别方法，2013.7.22，中国，**3.1
[4]尹义龙、杨公平、骆功庆、张宇、詹小四、任春晓,一种面向图像质量的指纹识别方法,2010.2.24，中国，ZL**7.0
[5]任春晓、尹义龙、周广通、郭文鹃、杨公平,一种基于协同训练的快速指纹图像分割方法,2010.8.25，中国，ZL**8.5
本人研究生从事的工作领域
科研与研发。