汪路康讲师

硕导

遥感影像智能解译

  • 0532- 80698303
  • wanglukang@sdust.edu.cn

职称/职务:讲师

博导/硕导:硕导

电话:0532- 80698303

电子邮箱:wanglukang@sdust.edu.cn

办公地址:山东科技大学J6楼344室

2014年9月-2018年7月,中国矿业大学,学士;

2018年9月-2024年7月,中国矿业大学,博士;

2019年3月-2020年2月,香港理工大学,ResearchAssistant;

2023年4月-2023年9月,香港理工大学,ResearchAssistant;

2024年9月 至今,山东科技大学,讲师。

遥感影像智能解译,可解释性人工智能(XAI),滑坡制图。

《人工智能素养》、《人工智能应用》、《机器学习与人工智能》、《数字图像处理》

1.2026/01~2028/12,国家自然科学基金-青年项目(C类),42501483,标注受限条件下的高分辨率遥感影像变化检测方法研究,主持;

2.2025/10 ~ 2028/09,山东省自然科学基金-青年项目(C类),ZR2025QC447,主持;

3.2025/07 ~ 2027/06,青岛市自然科学基金-青年项目,25-1-1-50-zyyd-jch,主持。

1.Wang Lukang, Zhang Min, & Shi Wenzhong. CS-WSCDNet: Class Activation Mapping and Segment Anything Model-based Framework for Weakly Supervised Change Detection. IEEE Transactions on Geoscience and Remote Sensing, 2023, DOI: 10.1109/TGRS.2023.3330479.

2.Wang Lukang, Zhang Min, Shen Xiaoqi, & Shi Wenzhong. Landslide Mapping Using Multilevel-Feature-Enhancement Change Detection Network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, DOI: 10.1109/JSTARS.2023.3245062.

3.Wang Lukang, Zhang Min, & Shi Wenzhong. STCRNet: A Semi-Supervised Network Based on Self-Training and Consistency Regularization for Change Detection in Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, DOI: 10.1109/JSTARS.2023.3345017.

4.Wang Lukang, Zhang Min, Gao Xu, & Shi Wenzhong. Advances and Challenges in Deep Learning-Based Change Detection for Remote Sensing Images: A Review through Various Learning Paradigms. Remote Sensing, 2024, DOI: 10.3390/rs16050804.

5.Wang Lukang, Li Yue, Zhang Min, Shen Xiaoqi, Peng Wenguang, & Shi Wenzhong. MSFF-CDNet: A Multiscale Feature Fusion Change Detection Network for Bi-Temporal High-Resolution Remote Sensing Image. IEEE Geoscience and Remote Sensing Letters, 2023, DOI: 10.1109/LGRS.2023.3305623.

6.Peng Wenguang, Shi Wenzhong, Zhang Min, & Wang Lukang. FDA-FFNet: A Feature-Distance Attention-Based Change Detection Network for Remote Sensing Image. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, DOI: 10.1109/JSTARS.2023.3344633.

7.Shen Xiaoqi, Shi Wenzhong, Chen Pengfei, Liu Zhewei, & Wang Lukang. Novel model for predicting individuals’ movements in dynamic regions of interest, GIScience & Remote Sensing, 2022, DOI: 10.1080/15481603.2022.2026637.

8.Shen Xiaoqi, Shi Wenzhong, Liu Zhewei, Zhang Anshu, Wang Lukang, & Zeng Fanxin. Extracting Human Activity Areas from Large-Scale Spatial Data with Varying Densities. ISPRS International Journal of Geo-Information, 2022, DOI: 10.3390/ijgi11070397.

9.蔡玉林,王兴路,高洪振,朱子正,孟祥磊,刘振忠,汪路康*. 融合3D CNN和Vision Transformer的多模态遥感数据树种分类方法[J]. 激光与光电子学进展,2025,62(20):2028001.