2003年本科毕业于哈尔滨工业大学计算机应用技术专业，2006年硕士毕业于哈尔滨工业大学机电工程专业，2012年博士毕业于哈尔滨工业大学计算机应用技术专业。攻读博士期间于2010年至2011年公派留学至曼彻斯特大学。现任山东大学（威海）机电与信息工程学院副教授、硕士生导师，研究领域包括机器学习、计算机视觉、三维数据可视计算、虚拟心脏体绘制等。主持参与国家级项目4项，省部级项目8项，主持市级项目1项，企业合作项目2项。累计发表SCI/EI期刊论文30余篇，申请发明专利2项。目前担任国家自然科学基金通讯评议专家、国内外重要期刊及重要国际会议论文审稿人。

• 1999-9 — 2003-7
  哈尔滨工业大学
  计算机科学与技术
  工学学士学位
• 2004-9 — 2006-12
  哈尔滨工业大学
  机械电子工程
  工学硕士学位
• 2007-3 — 2012-10
  哈尔滨工业大学
  计算机应用技术
  工学博士学位
• 2010-4 — 2011-4
  英国曼彻斯特大学
  计算机科学与技术

• 2012-12 — 至今
   机电与信息工程学院 

1.机器学习

2.计算机视觉（图像超分辨重建；目标追踪与目标检测；医学图像分割；语义分割）

3.医学三维数据可视计算（医学三维数据特征提取；医学三维体数据可视计算）

4.虚拟心脏可视计算

(1) Enhanced Feature Refinement Network Based on Depthwise Separable Convolution for Lightweight Image Super-Resolution.Symmetry.2024

(2) MSMHSA-DeepLab V3+: An Effective Multi-Scale, Multi-Head Self-Attention Network for Dual-Modality Cardiac Medical Image Segmentation.Journal of Imaging.2024

(3) Improved skeleton-based activity recognition using convolutional block attention module.Computers and Electrical Engineering.2024

(4) Cardiac Biophysical Detailed Synergetic Configuration Rendering and Visible Correlation.Frontiers in Physiology（中科院2区，IF 4.755）.2023

(5) Boundary equilibrium SR: effective loss functions for single image super-resolution.Applied Intelligence（中科院2区，IF 5.019）.2022

(6) In silico assessment of pharmacotherapy for carbon monoxide induced arrhythmias in healthy and failing human hearts.Frontiers in Physiology.2022

(7) Computational Analysis of Arrhythmogenesis in KCNH2 T618I Mutation-Associated Short QT Syndrome and the Pharmacological Effects of Quinidine and Sotalol.npj Systems Biology and Applications.2022

(8) A database of students' spontaneous actions in the real classroom environment.Computers and Electrical Engineering.2022

(9) Mechanistic Insights Into Inflammation-Induced Arrhythmias: A Simulation Study.Frontiers in Physiology.2022

(10) Spontaneous facial expression database of learners' academic emotions in online learning with hand occlusion.Computers and Electrical Engineering.2021

(11) In Silico Investigation of CACNA2D1 S755T Mutation Associated With Short QT Syndrome.IEEE Access.2021

(12) Visual Tracking Based On Matching Cascade.Proceedings of 4nd International Conference on Big Data Research.2020

(13) Captcha Recognition Based on Deep Learning.Proceedings of 4nd International Conference on Big Data Research.2020

(14) Point Supervised Extended Scenario Nuclear Analysis Framework Based on LSTM-CFCN.IEEE Access.2020

(15) Missing Value Estimation Methods Research for Arrhythmia Classification Using the Modified Kernel Difference-Weighted KNN Algorithms.BioMed Research International.2020

(16) Joint learning of Siamese network with top-down modulation and hard example mining for visual tracking.Journal of Electronic Imaging.2019

(17) Online Non-negative Discriminative Dictionary Learning for Tracking.EURASIP Journal on Advances in Signal Processing.2019

(18) Parallel Coordinates Based Visualization for High-Dimensional Data.Proceedings of 3nd International Conference on Big Data Research.2019

(19) A Spontaneous Facial Expression Database for Academic Emotion Inference in Online Learning.IET Computer Vision.2019

(20) An Improved Classification Method for Arrhythmia Electrocardiogram Dataset.Proceedings of 3nd International Conference on Big Data Research.2019

(21) Region Space Guided Transfer Function Design for Nonlinear Neural Network Augmented Image Visualization.Advances in Multimedia.2018

(22) Commodity Recommendation for Users Based on E-commerce Data.Proceedings of 2nd International Conference on Big Data Research.2018

(23) 杨飞.Coupling Ray Radiation Function Based Biophysical Detailed Dual Pattern Cardiac Visualization.Journal of Medical Imaging and Health Informatics.2017,7 (5):939-943

(24) Study of Cardiac Physiological and Physical Activities by Energy Blending Integral Model.Progress in Biochemistry and Biophysics.2017

(25) A Composite Visualization Method for Electrophysiology-morphous Merging of Human Heart.BioMedical Engineering OnLine.2017

(26) A Visualization System for Interactive Exploration of the Cardiac Anatomy.Journal of Medical Systems.2016

(27) Simulation Study of the Bio-Pacemaker Induced from Ventricular Myocytes.Progress in Biochemistry and Biophysics.2016

(28) Depth Attenuation Degree Based Visualization for Cardiac Ischemic Electrophysiological Feature Exploration.BioMed Research International.2016

(29) Fusion Visualization for Cardiac Anatomical and Ischemic Models with Depth Weighted Optic Radiation Function.Computing in Cardiology.2015

(30) Simulation Study of Ventricular Arrhythmia at The Early Stage of Global Ischemic Condition.Progress in Biochemistry and Biophysics.2015

(31) Effectsof acute global ischemia on re-entrant arrhythmogenesis: a simulation study.Journal of Biological Systems.2015

(32) Robust Sea-sky-line Detection for Complex Sea Background.Proceedings of the International Conference on Progress in Informatics and Computing.2015

(33) Multi-boundary cardiac data visualization based on multidimensional transfer function with ray distance.Bio-Medical Materials and Engineering.2014

(34) Visualization for Non-Linear Enhanced Volume Data.The Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing.2014

(35) Interactive Visualization of 3D Segmented Data Sets Using Simplified LH Histogram Based Transfer Function.Advances in Intelligent and Soft Computing.2013

(36) An improved histogram based transfer function specification method for volume rendering.International Journal of Advancements in Computing Technology.2012

(37) Modeling and Simulation ofPathophysiology and Pharmacologyin Human Ventricular Cell and Tissue.Journal of Convergence Information Technology.2012

(38) Electrophysiological mechanisms of induced spontaneous arrhythmisas in healthy and ischemic heart at fast pacing rate.Journal of Digital Content Technology and its Applications.2012

(39) Effective Transfer Function for Interactive Visualization and Multivariate Volume Data.2011 4th International Conference on Biomedical Engineering and Informatics (BMEI).2011

(40) VTK based interactive visualization of virtual heart.Journal of Herbin Institute of Technology.2010

(41) Visualization of Segmented Cardiac Anatomy with Accelerated Rendering Method.Computers in Cardiology.2009

(42) 3D Cardiac MRI Data Visualization Based on Volume Data Preprocessing and Transfer Function Design.Computers in Cardiology.2008

1. 多尺度虚拟心脏解剖和功能建模与可视化技术研究, 2007/03/01

2. 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, 2011/08/20

3. 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, 2014/12/01

4. 基于海量数据的心脏多模态动态计算可视化方法研究, 2015/05/01

5. 分布计算环境下“膝”区原初宇宙线成分分辨算法研究, 2015/07/01

6. 心脏的多形态耦合与层级级联计算可视化方法的研究, 2015/08/30

7. 计算机视觉底层特征表示及显著性检测方法的改进, 2016/10/11

8. 基于深度学习的矮新星自动搜索研究, 2017/07/04

9. 心脏生理物理尺度关联的建模计算与可视化方法研究, 2017/11/13

10. 基于时空关联的信息重构关键技术研发, 2018/03/01

11. 机器人视觉图像去噪复原技术, 2018/07/01

12. 心脏构态功能协同模型的构建与可视算法研究, 2019/04/01

13. 基于图灵斑图动力学的复杂网络演化模型及其应用研究, 2020/09/18

14. 应用人工智能技术医学影响辅助诊断系统开发（C）, 2021/12/29

15. 机器人视觉追踪技术, 2022/11/18

1.郎济莹

2.王维颂

3.王嘉琳

4.周莉

5.李永波

6.刘增辉

7.刘震

8.张哲晨

9.陈博

10.吕浩然

11.王璐尧

12.王政昊

13.林昊燃

14.殷晔康

15.党毅博

16.柯然

17.颜顺

18.石佳卉

19.万梦佳

1.机电与信息工程学院   2024 计算机科学与技术（学硕），计算机技术（专硕）（共2-3个名额）   2023