yangfei 山东大学主页平台管理系统--Home

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2项，企业合作项目3项。累计发表SCI/EI论文40余篇，申请发明专利2项。目前担任... More+

Paper Publications

Home >> Scientific Resear... >> Paper Publication...

[1] GGSTrack: Geometric Graph with Spatio-Temporal Convolution for Multi-Object Tracking. Neurocomputing（online 中科院2区，IF 6.5）, 2025.
[2] SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightwe.... Image and Vision Computing（中科院小区2区，IF 4.2）, 2025.
[3] PSVT: Pyramid Shifted Window based Vision Transformer for cardiac image segmentation. Biomedical Signal Processing and Control（中科院2区，IF 4.9）, 2025.
[4] Enhanced Feature Refinement Network Based on Depthwise Separable Convolution for Lightweight Imag.... Symmetry, 2024.
[5] MSMHSA-DeepLab V3+: An Effective Multi-Scale, Multi-Head Self-Attention Network for Dual-Modality.... Journal of Imaging, 2024.
[6] Improved skeleton-based activity recognition using convolutional block attention module. Computers and Electrical Engineering, 2024.
[7] Cardiac Biophysical Detailed Synergetic Configuration Rendering and Visible Correlation. Frontiers in Physiology（中科院2区，IF 4.755）, 2023.
[8] Boundary equilibrium SR: eﬀective loss functions for single image super-resolution. Applied Intelligence（中科院2区，IF 5.019）, 2022.
[9] In silico assessment of pharmacotherapy for carbon monoxide induced arrhythmias in healthy and fa.... Frontiers in Physiology, 2022.
[10] Computational Analysis of Arrhythmogenesis in KCNH2 T618I Mutation-Associated Short QT Syndrome a.... npj Systems Biology and Applications, 2022.
[11] A database of students' spontaneous actions in the real classroom environment. Computers and Electrical Engineering, 2022.
[12] Mechanistic Insights Into Inﬂammation-Induced Arrhythmias: A Simulation Study. Frontiers in Physiology, 2022.
[13] Spontaneous facial expression database of learners' academic emotions in online learning with ha.... Computers and Electrical Engineering, 2021.
[14] In Silico Investigation of CACNA2D1 S755T Mutation Associated With Short QT Syndrome. IEEE Access, 2021.
[15] Visual Tracking Based On Matching Cascade. Proceedings of 4nd International Conference on Big Data Research, 2020.
[16] Captcha Recognition Based on Deep Learning. Proceedings of 4nd International Conference on Big Data Research, 2020.
[17] Point Supervised Extended Scenario Nuclear Analysis Framework Based on LSTM-CFCN. IEEE Access, 2020.
[18] Missing Value Estimation Methods Research for Arrhythmia Classification Using the Modified Kernel.... BioMed Research International, 2020.
[19] Joint learning of Siamese network with top-down modulation and hard example mining for visual tra.... Journal of Electronic Imaging, 2019.
[20] Online Non-negative Discriminative Dictionary Learning for Tracking. EURASIP Journal on Advances in Signal Processing, 2019.

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Paper Publications

[1] GGSTrack: Geometric Graph with Spatio-Temporal Convolution for Multi-Object Tracking. Neurocomputing（online 中科院2区，IF 6.5）, 2025.

[2] SRMA-KD: Structured relational multi-scale attention knowledge distillation for effective lightwe.... Image and Vision Computing（中科院小区2区，IF 4.2）, 2025.

[3] PSVT: Pyramid Shifted Window based Vision Transformer for cardiac image segmentation. Biomedical Signal Processing and Control（中科院2区，IF 4.9）, 2025.

[4] Enhanced Feature Refinement Network Based on Depthwise Separable Convolution for Lightweight Imag.... Symmetry, 2024.

[5] MSMHSA-DeepLab V3+: An Effective Multi-Scale, Multi-Head Self-Attention Network for Dual-Modality.... Journal of Imaging, 2024.

[6] Improved skeleton-based activity recognition using convolutional block attention module. Computers and Electrical Engineering, 2024.

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

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

[9] In silico assessment of pharmacotherapy for carbon monoxide induced arrhythmias in healthy and fa.... Frontiers in Physiology, 2022.

[10] Computational Analysis of Arrhythmogenesis in KCNH2 T618I Mutation-Associated Short QT Syndrome a.... npj Systems Biology and Applications, 2022.

[11] A database of students' spontaneous actions in the real classroom environment. Computers and Electrical Engineering, 2022.

[12] Mechanistic Insights Into Inﬂammation-Induced Arrhythmias: A Simulation Study. Frontiers in Physiology, 2022.

[13] Spontaneous facial expression database of learners' academic emotions in online learning with ha.... Computers and Electrical Engineering, 2021.

[14] In Silico Investigation of CACNA2D1 S755T Mutation Associated With Short QT Syndrome. IEEE Access, 2021.

[15] Visual Tracking Based On Matching Cascade. Proceedings of 4nd International Conference on Big Data Research, 2020.

[16] Captcha Recognition Based on Deep Learning. Proceedings of 4nd International Conference on Big Data Research, 2020.

[17] Point Supervised Extended Scenario Nuclear Analysis Framework Based on LSTM-CFCN. IEEE Access, 2020.

[18] Missing Value Estimation Methods Research for Arrhythmia Classification Using the Modified Kernel.... BioMed Research International, 2020.

[19] Joint learning of Siamese network with top-down modulation and hard example mining for visual tra.... Journal of Electronic Imaging, 2019.

[20] Online Non-negative Discriminative Dictionary Learning for Tracking. EURASIP Journal on Advances in Signal Processing, 2019.