个人信息

姓  名: 郑尚东 性  別: 导师类型: 硕士生导师
技术职称: 讲师 电子邮箱: zhengsd@njupt.edu.cn
学术型硕士招生学科: (081200)计算机科学与技术
专业型硕士招生类别(领域): (085404)计算机技术
photo

个人简介:

郑尚东,博士,南京邮电大学讲师,硕士生导师。2023年毕业于南京理工大学,获工学博士学位。202312月进入南京邮电大学工作,目前主持国家自然科学基金青年项目1项,江苏省自然科学基金青年项目1项,同时参与国家级、省级和校级科研项目多项。目前已发表学术论文14篇,其中以第一/通讯作者发表论文9篇。相关研究成果发表于IEEE Transactions  on Image Processing, IEEE Transactions  on Geoscience and Remote Sensing,IEEE Transactions on Instrumentation and MeasurementIEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingIEEE Geoscience and Remote Sensing Letters、Remote Sensing等高水平国内外期刊。担任IEEE TCSVT, Information Fusion,Engineering Applications of Artificial Intelligence, Remote Sensing等多个期刊的审稿人。


欢迎有计算机、深度学习、遥感等专业背景的相关专业的学生与我联系交流zhengsd@njupt.edu.cn!








研究领域:

(1)遥感图像处理(目标检测、目标分割);

(2)工业缺陷/异常目标检测








科研项目:

(1) 国家自然科学基金委员会青年科学基金项目, 2025-01-01  2027-12-31, 在研主持

(2) 江苏省科技厅江苏省自然科学基金青年项目, 2024-09  2027-08, 在研主持








代表性学术成果:

[1] Shangdong Zheng, Zebin Wu, Yang Xu, Chengxun He and Zhihui Wei, Detector With Classifier2: An End-to-End Multi-Stream Feature Aggregation Network for Fine-Grained Object Detection in Remote Sensing Images, IEEE Transactions on Image Processing, 2025 (CCF-A).

[2] Shangdong Zheng; Zebin Wu; Yang Xu; Pengfei Liu; Zhihui Wei, DPNet: A Lightweight Directional-Aware Point-Wise Network for Dropper Defect Detection in High-Speed Railway Preventive Maintenance, IEEE Transactions on Instrumentation and Measurement, 2025.

[3] Shangdong Zheng, Zebin Wu, Yang Xu, Qian Liu and Zhihui Wei, More Accurate Constraints for Self-Supervised Learning in Remote Sensing Images-Based Object Detection, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025.

[4] Shangdong Zheng; Zebin Wu; Qian Du; Yang Xu; Zhihui Wei, Oriented Object Detection for Remote Sensing Images via Object-Wise Rotation-Invariant Semantic Representation, IEEE Transactions on Geoscience and Remote Sensing, 2024 (CCF-B).

[5] Shangdong Zheng; Zebin Wu; Yang Xu; Pengfei Liu; Peng Zheng; Zhihui Wei, Patchwise TemporalSpatial Feature Aggregation Network for Object Detection in Satellite Video, IEEE Geoscience and Remote Sensing Letters, 2024 (CCF-C).

[6] Shangdong Zheng; Zebin Wu; Yang Xu; Zhihui Wei,Weakly Supervised Object Detection for Remote Sensing Images via Progressive Image-Level and Instance-Level Feature Refinement, Remote Sensing, 2024.

[7] Shangdong Zheng; Zebin Wu; Yang Xu; Zhihui Wei, Instance-Aware Spatial-Frequency Feature Fusion Detector for Oriented Object Detection in Remote-Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2023 (CCF-B).

[8] Shangdong Zheng; Zebin Wu; Yang Xu; Zhihui Wei; Antonio Plaza, Learning Orientation Information From Frequency-Domain for Oriented Object Detection in Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2022 (CCF-B).

[9] Shangdong Zheng; Zebin Wu; Yang Xu; Zhihui Wei, Intrusion Detection of Foreign Objects in Overhead Power System for Preventive Maintenance in High-Speed Railway Catenary Inspection, IEEE Transactions on Instrumentation and Measurement, 2022.