陈泽华

学历：博士研究生

研究领域或方向：工业智能、空间信息处理

邮箱：chenzehua@tyut.edu.cn

职称：教授

个人简介
主要课程
主要成果

陈泽华，太原理工大学人工智能学院教授，博士生导师。圣何塞州立大学计算机科学系访问学者。山西省国防先进技术创新中心负责人，太原理工大学超算创新实践基地负责人，太原理工大学电子爱好者之家、创新学社负责老师。
CCF杰出会员、CCF女工委执行委员、CCF数据治理发展委员会执行委员；CAA过程控制专委会委员，CAA大数据专委会委员。
现阶段主要从事工业智能、空间信息处理、人工智能与大数据技术教学与科研工作。先后主持国家级、省部级、企业横向课题各类项目近二十项、授权国家发明专利二十余项。
“努力学习、快乐生活”，欢迎吃苦耐劳、心怀梦想的同学加入团队。
《大数据技术原理与应用》、《人工智能基础》
研究生课程：
《大数据技术与系统》
近三年主持的课题：
[1]企业课题：国家级“专精特新”重点小巨人联合攻关技术服务2025.7-2027.6
[2]企业课题：基于人工智能的通信网运行状态预测技术研究 2025.6-2026.12
[3]太原市关键核心技术攻关“揭榜挂帅”项目技术挂帅人 2024.1-2026.6
[4]山西省重大科技专项计划“揭榜挂帅”项目技术挂帅人2023.1-2025.12
[5]山西省重大科技专项计划“揭榜挂帅”项目子课题负责人 2022.1-2024.12

近三年发表的论文
[1]Zhilin Qu, Lianghao Xu and Zehua Chen*. SP4CD: A Hierarchical Stripe Patch-Based Method for Change Detection in Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 1-15.vol. 63, pp. 1-15, 2025. doi: 10.1109/TGRS.2025.3633586.
[2]Yuzhuo Feng, Andong Xue and Zehua Chen*. FSTINet: Frequency-Enhanced Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction[J]. Signal, Image and Video Processing, 20, 9 ,2026. https://doi.org/10.1007/s11760-025-05099-z
[3]Lianghao Xu, Shuhui Liu, Zehua Chen* and Shuang Wang. WS-DETR: A wavelet-mamba and shared query attention enhanced DETR for traffic object detection[J]. Signal, Image and Video Processing, 20, 119,2026.https://doi.org/10.1007/s11760-026-05184-x
[4]Zhilin Qu, Mingzhe Li, Chenggong Wang, Zehua Chen*. G2L2Net: A Road Extraction Method for Remote Sensing Images via Gated Global–Local Linear Attention. IEEE Geoscience and Remote Sensing Letters, vol. 22, pp. 1-5, 2025. doi: 10.1109/LGRS.2025.3601585.
[5]Xulin Deng, Mingzhe Li, Zehua Chen*. AFDANet: An Adaptive Full-Stage Feature Fusion and Directional-Aware Network for Road Extraction in Remote Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters, vol. 22, pp. 1-5,2025, doi: 10.1109/LGRS.2025.3583214.
[6]JingZhang,ChenxinZhang, ZehuaChen*.DBA-YOLO: a mamba - incorporated dual- branchaxial feature Enhancement network for small object detection in trafﬁc scenarios[J]. Signal, Image and Video Processing.2025.19:991 https://doi.org/10.1007/s11760-025-04572-z
[7]Shuyi Xiao, Naiping Niu, Zehua Chen*. Robust adaptive fault-tolerant tracking control of uncertain piecewise affine systems. International Journal of Systems Science[J],Journal of Systems Science,56(16), 3986–3998. https://doi.org/10.1080/00207721.2025.2480745
[8]Huang, Yulong, Naiping Niu, Zehua Chen* and Xiaofeng Liu. BS-CDE: An Optimal Charging Strategy Model of BSSs for BSHTs Based on Improved NSGA-II Algorithm[J]. Processes,13, 755. 2025.https://doi.org/10.3390/pr13030755
[9]Zhilin Qu, Mingzhe Li and Zehua Chen*. CARENet: Satellite Imagery Road Extraction via Context Aware and Road Enhancement[J]. IEEE Geoscience and Remote Sensing Letters, vol. 22, pp. 1-5, 2025, doi: 10.1109/LGRS.2025.3545881.
[10]Zhengjie Wang, Lianghao Xu, Zehua Chen* . FFD-YOLO: a modified YOLOv8 architecture for forest fire detection[J].Signal, Image and Video Processing,19, 265,2025. doi.org/10.1007/s11760-025-03821-5.
[11]Chenggong Wang, Junyu Lu and Zehua Chen*, BMDCNet: A Satellite Imagery Road Extraction Algorithm Based on Multilevel Road Feature[J]. IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024. doi: 10.1109/LGRS.2024.3485680.
[12]Zhigang Yang, Daoxiang Zhou, Ying Yang, Jiapeng Zhang, and Zehua Chen*. Road extraction from satellite imagery by road context and full-stage feature[J]. IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023. doi: 10.1109/LGRS.2022.3228967. （ESI高被引论文）
[13]Xiaokai Zhang , Xianzhi Ma , Zhigang Yang, Xilin Liu, and Zehua Chen* . A context-aware road extraction method for remote sensing imagery based on transformer network[J]. IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023. doi: 10.1109/LGRS.2023.3324644.
本科生一作:
[14]Mingzhe Li, Zhilin Qu, Xulin. Deng, Tianqi Wang and Zehua Chen*. DARENet: A Direction-Aware Road Extraction Method for Satellite Imagery. IEEE Geoscience and Remote Sensing Letters, vol. 23, pp. 1-5, 2026, Art no. 6008005, doi: 10.1109/LGRS.2026.3676345.
[15]Shiru Wang, Wenna Du, Amran Bhuiyan, Zehua Chen*.Personalized Recommendation Method Based on Rating Matrix and Review Text[J].Computational Intelligence, 41(1): e70024-e70024. 2025 https://doi.org/10.1111/coin.70024
[16]Junyu Lu and Zehua Chen*. Dual Fine-Tuning and Dual Alignment Training for Medical Language Models[C]. 2025 International Conference on Cyberworlds (CW）, Jinzhong, China, 2025, pp. 406-413, doi: 10.1109/CW68232.2025.00066.
Xianzhi Ma , Xiaokai Zhang, Daoxiang Zhou, Zehua Chen*. StripUnet: A Method for Dense Road Extraction from Remote Sensing Images[J]. IEEE Transactions on Intelligent Vehicles, vol. 9, no. 11, pp. 7097-7109, Nov. 2024, doi: 10.1109/TIV.2024.3393508.