研究方向

虚拟心脏计算可视化，机器学习，计算机视觉

教育经历

2010年04月-2011年04月 英国曼彻斯特大学 公派留学联合培养博士

2007年03月-2012年10月 哈尔滨工业大学 计算机科学与技术 博士

2004年09月-2006年12月 哈尔滨工业大学 机械电子工程 硕士

1999年09月-2003年07月 哈尔滨工业大学 计算机科学与技术 学士

开课情况

C++语言程序设计，计算机图形学

科研项目

1.2016年12月-2019年12月计算机视觉底层特征表示及显著性检测方法的改进山东省自然基金项目(Grant No.ZR2016FM20)

2.2016年01月-2018年12月心脏的多形态耦合与层级级联计算可视化方法的研究国家自然基金项目(Grant No.61502275)

3.2015年12月-2018年12月分布计算环境下“膝”区原初宇宙线成分分辨算法研究山东省自然基金项目(Grant No.ZR2015AM015)

4.2015年01月-2017年12月基于海量数据的心脏多模态动态计算可视化方法研究山东大学基本科研业务费项目(Grant No.2015ZQXM004)

5.2014年12月-2017年12月指纹数据库难易度估计及其在自动指纹识别系统性能评估中应用的研究山东省自然基金项目(Grant No.ZR2014FM004)

6.2012年12月-2015年12月大规模心脏的多尺度和多模态计算可视化方法研究 山东大学科研启动项目

7.2010年03月-2012年10月大规模的多尺度和多模态虚拟心脏计算与可视化方法研究国家自然基金项目(Grant No. 61173086)

8.2007年03月-2010年03月多尺度虚拟心脏解剖和功能建模与可视化技术研究国家863项目(Grant No. 2006AA01Z308)

9.心脏构态功能协同模型的构建与可视算法研究 山东省自然基金项目（No. ZR2019MF011）
10.心脏生理物理尺度关联的建模计算与可视化方法研究 中国博士后基金项目（Grant No. 2017M622210）
11.机器人视觉图象去噪复原技术 威海市“大学共建”项目

发表文章：

[24] Dong Sui, Maozu Guo, Fei Yang, Lei Zhang. Point Supervised Extended Scenario Nuclear Analysis Framework Based on LSTM-CFCN. IEEE Access, 2020. Online (SCI, IF: 3.557)
[23] Weisong Wang, Fei Yang*, Hongzhi Zhang. Online Non-negative Discriminative Dictionary Learning for Tracking. EURASIP Journal on Advances in Signal Processing, 2019, (2019):50. (SCI, IF: 1.749)
[22] Xiaohe Wu, Weisong Wang, Fei Yang*, Hongzhi Zhang, Wangmeng Zuo. Joint learning of Siamese network with top-down modulation and hard example mining for visual tracking. Journal of Electronic Imaging, 2019, 28(5), 053034: 1-12. (SCI, IF: 0.924)
[21] Bian Cunling, Zhang Ya, Yang Fei, Bi, Wei, Lu, Weigang. A Spontaneous Facial Expression Database for Academic Emotion Inference in Online Learning. IET Computer Vision, 2019, 13 (3): 329-337. (SCI, IF: 1.648)
[20] Weiyu Li, Jiying Lang, He Zhang, Lei Zhang, Fei Yang, Jingchang Pan Parallel Coordinates Based Visualization for High-Dimensional Data. Proceedings of 3nd International Conference on Big Data Research, 2019. (EI Conference)
[19] Fei Yang, Xudong Han, Jiying Lang, Weigang Lu, Lei Liu, Lei Zhang, Jingchang Pan. Commodity Recommendation for Users Based on E-commerce Data. Proceedings of 2nd International Conference on Big Data Research, 2018. (EI Conference)
[18] Fei Yang, Lei Zhang, Weigang Lu, Yue Zhang, Wangmeng Zuo, Kuanquan Wang and Henggui Zhang. A Composite Visualization Method for Electrophysiology-morphous Merging of Human Heart. BioMedical Engineering OnLine, 2017, (2017) 16:70, (SCI, IF: 1.683)
[17] YANG Fei, LÜ Wei-Gang, ZHANG Lei, ZHANG Yue, LIU Lei. Study of Cardiac Physiological and Physical Activities by Energy Blending Integral Model. Progress in Biochemistry and Biophysics, 2017, 44(9): 792-798. (SCI, IF: 0.341)

[16]Fei Yang, Weigang Lu, Lei Zhang,Lei Liu, Yue Zhang,Wangmeng Zuo, Kuanquan Wang, Henggui Zhang.Depth Attenuation Degree Based Visualization for Cardiac Ischemic Electrophysiological Feature Exploration. BioMed Research International, 2016(2979081): 1-8.(SCI, IF: 2.134)

[15]D. Liang, W. Zhang, Q. Huang,F. Yang*. Robust sea-sky-line detection for complex sea background. Proceedings of 2015 IEEE International Conference on Progress in Informatics and Computing(PIC 2015), 2016:317–321. (EI)

[14]Lei Zhang, Kuanquan Wang,Fei Yang, WenjingLu,Kechao Wang, ect. A Visualization System for Interactive Exploration of the Cardiac Anatomy. Journal of Medical Systems, 2016, 40(135): 1-11. (SCI,IF: 2.213)

[13]Fei Yang, Weigang Lu, Lei Zhang, Wangmeng Zuo, Kuanquan Wang, Henggui Zhang.Fusion Visualization for Cardiac Anatomical and Ischemic Models with Depth Weighted Optic Radiation Function.Computers in Cardiology, 2016: 937–940(EI)

[12]Weigang Lu, Jie Li,Fei Yang, Cunjin Luo, Kuanquan Wang, Ismail Adeniran, Henggui Zhang. Effectsof acute global ischemia on re-entrant arrhythmogenesis: a simulation study. Journal of Biological Systems,2015,23(2):213-230. (SCI,IF: 0.479)

[11]LÜWei-Gang, LI Jie,YANGFei, WANGKuan-Quan.Simulation Study of Ventricular Arrhythmia at The Early Stage of Global Ischemic Condition.Progress in Biochemistry and Biophysics, 2015, 42(2): 189-194. (SCI,IF: 0.236)

[10]Fei Yang, Lei Zhang, Weigang Lu, Wangmeng Zuo, Kuanquan Wang, Henggui Zhang,Yeming Li.Multi-boundary cardiac data visualization based on multidimensional transfer function with ray distance. Bio-Medical Materials and Engineering, 2014,24(6): 3025-3032. (SCI,IF: 1.091)

[9]Fei Yang, Weigang Lu, Lei Zhang, Kuanquan Wang, Yeming Li. Visualization for Non-Linear Enhanced Volume Data. 2014 The Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, Kitakyushu, Japan, August 27-29, 2014: 349 - 352. (EI)

[8]Na Ding, Kuanquan Wang, Wangmeng Zuo,Fei Yang. Interactive Visualization of 3D Segmented Data Sets Using Simplified LH Histogram Based Transfer Function.Advances in Intelligent and Soft Computing, 2013, 163: 563-570.(EI)

[7]Fei Yang, Kuanquan Wang, Weigang Lu, Na Ding.An improved histogram based transfer function specification method for volume rendering. International Journal of Advancements in Computing Technology, 2012, 4(10): 27 ~ 35. (EI)

[6]Weigang Lu, Kuanquan Wang,Fei Yang, Wangmeng Zuo.Modeling and Simulation ofPathophysiology and Pharmacologyin Human Ventricular Cell and Tissue.Journal of Convergence Information Technology, 2012, 7(13): 10-18. (EI)

[5]Weigang Lu, Kuanquan Wang,Fei Yang, Wangmeng Zuo. Electrophysiological mechanisms of induced spontaneous arrhythmisas in healthy and ischemic heart at fast pacing rate.Journal of Digital Content Technology and its Applications, 2012, 6(15): 427-434. (EI)

[4]Kuanquan Wang,Fei Yang*, Wangmeng Zuo, Na Ding, Henggui Zhang.Effective Transfer Function for Interactive Visualization and Multivariate Volume Data.2011 4th International Conference on Biomedical Engineering and Informatics (BMEI), 2011: 272- 276.(EI)

[3]JIA Yan-yan,YANG Fei,ZUO Wang-meng,WANG Kuan-quan.Journal ofHarbin Institute of Technology, 2010, 42 (5): 770-774. (EI)

[2]F Yang, WM Zuo, KQ Wang and H Zhang.Visualization of Segmented Cardiac Anatomy with Accelerated Rendering Method.Computers in Cardiology, 2009:789−792.(EI)

[1]F Yang, WM Zuo, KQ Wang and H Zhang.3D Cardiac MRI Data Visualization Based on Volume Data Preprocessing and Transfer Function Design.Computers in Cardiology, 2008:717−720.(EI)

参与会议

1. 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP).

2. 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI).

3. Computer in cardiology 2009.

4. Computer in cardiology 2008.

招生信息

1）熟练掌握C++Python和Linux系统

2）熟悉图形渲染或机器学习相关理论

3）对计算机视觉感兴趣

办公室

知行南楼512

电子邮箱

feiyang@sdu.edu.cn

其他

毕业学生状况：英国爱丁堡大学、浙江大学、复旦大学、BAT、华为