yangfei
Associate Professor
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40余篇，申请发明专利2项。目前... More+
Paper Publications
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[1] Enhanced Feature Refinement Network Based on Depthwise Separable Convolution for Lightweight Imag.... Symmetry, 2024.
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[2] MSMHSA-DeepLab V3+: An Effective Multi-Scale, Multi-Head Self-Attention Network for Dual-Modality.... Journal of Imaging, 2024.
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[3] Improved skeleton-based activity recognition using convolutional block attention module. Computers and Electrical Engineering, 2024.
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[4] Cardiac Biophysical Detailed Synergetic Configuration Rendering and Visible Correlation. Frontiers in Physiology（中科院2区，IF 4.755）, 2023.
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[5] Boundary equilibrium SR: effective loss functions for single image super-resolution. Applied Intelligence（中科院2区，IF 5.019）, 2022.
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[6] In silico assessment of pharmacotherapy for carbon monoxide induced arrhythmias in healthy and fa.... Frontiers in Physiology, 2022.
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[7] Computational Analysis of Arrhythmogenesis in KCNH2 T618I Mutation-Associated Short QT Syndrome a.... npj Systems Biology and Applications, 2022.
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[8] A database of students' spontaneous actions in the real classroom environment. Computers and Electrical Engineering, 2022.
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[9] Mechanistic Insights Into Inflammation-Induced Arrhythmias: A Simulation Study. Frontiers in Physiology, 2022.
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[10] Spontaneous facial expression database of learners' academic emotions in online learning with ha.... Computers and Electrical Engineering, 2021.
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[11] In Silico Investigation of CACNA2D1 S755T Mutation Associated With Short QT Syndrome. IEEE Access, 2021.
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[12] Visual Tracking Based On Matching Cascade. Proceedings of 4nd International Conference on Big Data Research, 2020.
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[13] Captcha Recognition Based on Deep Learning. Proceedings of 4nd International Conference on Big Data Research, 2020.
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[14] Point Supervised Extended Scenario Nuclear Analysis Framework Based on LSTM-CFCN. IEEE Access, 2020.
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[15] Missing Value Estimation Methods Research for Arrhythmia Classification Using the Modified Kernel.... BioMed Research International, 2020.
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[16] Joint learning of Siamese network with top-down modulation and hard example mining for visual tra.... Journal of Electronic Imaging, 2019.
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[17] Online Non-negative Discriminative Dictionary Learning for Tracking. EURASIP Journal on Advances in Signal Processing, 2019.
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[18] Parallel Coordinates Based Visualization for High-Dimensional Data. Proceedings of 3nd International Conference on Big Data Research, 2019.
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[19] A Spontaneous Facial Expression Database for Academic Emotion Inference in Online Learning. IET Computer Vision, 2019.
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[20] An Improved Classification Method for Arrhythmia Electrocardiogram Dataset. Proceedings of 3nd International Conference on Big Data Research, 2019.