个人信息Personal Information

学历：博士研究生毕业

学位：工学博士学位

办公地点：西南交通大学电气工程学院X10926

主要任职：教学科研

其他任职：联合实验室主任、国家工程实验室研究员

毕业院校：西南交通大学

学科：模式识别与智能系统. 电子信息. 轨道交通电气化与信息技术

所在单位：电气工程学院

同专业博导同专业硕导

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报考该导师研究生的方式

欢迎你报考权伟老师的研究生，报考有以下方式：

1、参加西南交通大学暑期夏令营活动，提交导师意向时，选择权伟老师，你的所有申请信息将发送给权伟老师，老师看到后将和你取得联系，点击此处参加夏令营活动

2、如果你能获得所在学校的推免生资格，欢迎通过推免方式申请权伟老师研究生，可以通过系统的推免生预报名系统提交申请，并选择意向导师为权伟老师，老师看到信息后将和你取得联系，点击此处推免生预报名

3、参加全国硕士研究生统一招生考试报考权伟老师招收的专业和方向，进入复试后提交导师意向时选择权伟老师。

4、如果你有兴趣攻读权伟老师博士研究生，可以通过申请考核或者统一招考等方式报考该导师博士研究生。

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科学研究

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论文成果

近年发表的学术论文（部分）

[1] A Class Boundary Prediction Method by Self-Representation Based Pattern Selection and Geometric-Constrained Diffusion Generation. Knowledge-Based Systems. 2025. (SCI)

[2] ArcSE: A Dual-Branch Semantic Segmentation Model for Robust Pantograph-Catenary Arcing Detection in Complex Environments. IEEE Transactions on Instrumentation and Measurement. 2024. (SCI)

[3] Visual Anomaly Detection Through the Joint Entropy-Energy Optimization for High-Speed Railway Traction Substation. IEEE Transactions on Instrumentation and Measurement. 2025. (SCI)

[4] An Accurate Detection and Segmentation Model of Traction Substation Equipment for High-Speed Railway Based on Cascade Query Embedding. International Journal of Rail Transportation, 2025. (SCI)

[5] A signal fingerprint feature extraction method based on decomposition and fusion for radar emitter individual identification. Digital Signal Processing. 2025. (SCI)

[6] A Crack Detection Model Fusing Local Details and Global Context for Nuclear Cladding Coating Surfaces. Scientific Reports. 2025. (SCI)

[7] Recognizing unknowns: a survey on visual open-set recognition. Applied Intelligence. 2025. (SCI)

[8] Visual Anomaly Detection Algorithms: Development and Frontier Review. Journal of Visual Communication and Image Representation. 2025. (SCI)

[9] A Pantograph-Catenary Arcing Detection Model for High-Speed Railway Based on Semantic Segmentation and Generative Adversarial Network. International Journal of Rail Transportation, 2024. (SCI)

[10] A Novel Arcing Detection Model of Pantograph-Catenary for High-Speed Trains in Complex Scenes. IEEE Transactions on Instrumentation and Measurement. 2023. (SCI)

[11] SiamMAST: Siamese motion-aware spatio-temporal network for video action recognition. The Visual Computer. 2023. (SCI)

[12] An Effective Ionospheric TEC Predicting Approach Using EEMD-PE-Kmeans and Self-attention LSTM. Neural Processing Letters. 2023. (SCI)

[13] A Segmentation-Based Multitask Learning Approach for Isolating Switch State Recognition in High-Speed Railway Traction Substation. IEEE Transactions on Intelligent Transportation Systems. 2022. (SCI)

[14] A State Recognition Method of Isolation Switch in Traction Substation Based on Key Components Detection and Geometric Ranging. Neural Processing Letters. 2022. (SCI)

[15] An Outdoor Support Insulator Surface Defects Segmentation Approach via Image Adversarial Reconstruction in High-Speed Railway Traction Substation. IEEE Transactions on Instrumentation and Measurement. 2022. (SCI)

专利

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研究领域

（1）模式识别与智能系统

（2）轨道交通信息化与智能化

（3）智能信息处理与信号识别

（4）计算机视觉及其应用

（5）人工智能、深度学习及其应用

专利

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著作成果

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科研项目

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