个人信息

姓  名: 郑尚东 性  別: 男 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
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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。2023年12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,企业科技攻关项目1项,同时参与国家级、省级和校级科研项目多项。获得江苏省科技进步一等奖、中国产学研合作促进会创新成果一等奖。已发表学术论文20余篇,其中以一作/通讯发表论文18篇。相关研究成果发表于IEEE TPAMI、TIP、TGRS、TIM等高水平国内外期刊。担任IEEE TIP, TCSVT, TITS, Information Fusion,Engineering Applications of Artificial Intelligence, Remote Sensing等多个期刊的审稿人。指导学生获学生竞赛国家一等奖3项。


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)深度学习,遥感图像处理,包括航空图像目标检测、分割、分类;高光谱目标检测、异常检测、分类;SAR目标检测

(2)工业缺陷/异常目标检测


















科研项目:

近几年主持的科研项目:

(1) 国家自然科学基金委员会, 青年科学基金项目, 2025-01-01 至 2027-12-31, 30万,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 至 2027-08, 20万,在研, 主持

(3) 企业科技攻关课题,2025.12-2026.11,30万,在研,主持

(4) 南京邮电大学专项启动基金项目,10万,在研,主持


学术/教学奖励:

江苏省科技进步一等奖(5/10)

中国产学研合作促进会科技创新一等奖(5/10)

计算机学院首届青年教师教学能力大赛一等奖

学生竞赛:

2026中国机器人大赛暨RoboCup机器人世界杯中国赛(中国机器人大赛赛区),国一

2026中国机器人大赛暨RoboCup机器人世界杯中国赛(RoboCup赛区),国一

2026全国高校商业精英挑战赛,国一

















代表性学术成果:

1、 Zebin Wu; Shangdong Zheng (通讯作者); Yang Xu; Le Wang; Zhihui Wei; Gang Hua, Data-Driven Bidirectional Spatial-Adaptive Network for Weakly Supervised Object Detection in Remote Sensing Images, IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI),  2026 (CCF-A).

2、Shangdong Zheng; Zebin Wu; Yang Xu; Chengxun He; 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 (IEEE TIP), 2025 (CCF-A).

3、Chengxun He; Yang Xu; Zebin Wu; Shangdong Zheng; Zhihui Wei, Multi-Dimensional Visual Data Restoration: Uncovering the Global Discrepancy in Transformed High-Order Tensor Singular Values, IEEE Transactions on Image Processing (IEEE TIP), 2024 (CCF-A).

4、Shangdong Zheng; Yang Xu; Peng Zheng; Zhihui Wei; Zebin Wu, See Hidden Insight From Transposition: Multi-Axis Feature Aggregation for Aerial Object Detection, IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2026 (CCF-B).

5、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 (IEEE TGRS), 2024 (CCF-B).

6、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 (IEEE TGRS), 2023 (CCF-B).

7、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 (IEEE TGRS), 2022 (CCF-B).

8、Kun Yu; Zebin Wu; Jin Sun; Yi Zhang; Yang Xu; Zhuhui Wei; Shangdong Zheng, Accelerating hyperspectral anomaly detection with enhanced multivariate Gaussianization based on FPGA, IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2024 (CCF-B).

9、Biqi Wang; Yang Xu; Zebin Wu; Shangdong Zheng; Zhuhui Wei; J Chanussot, Hyperspectral Images Single-Source Domain Generalization Based on Nonlinear Sample Generation, IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2024 (CCF-B).

10、Shangdong Zheng, Yang Xu, Zhihui Wei, Zebin Wu, Image-Based Detection and Real-World Positioning: A Complete System for Anomaly Object Detection in High-Speed Railway Preventive Maintenance, IEEE Transactions on Instrumentation and Measurement (IEEE TIM), 2026.

11、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 (IEEE TIM), 2025.

12、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 (IEEE TIM), 2022.

13、Pengfei Liu; Zhizhong Zheng,; Shangdong Zheng, Liang Xiao, Graph-Based Tensor Bayesian Multispectral Image Fusion With Nonconvex Tensor Rank Minimization Model, IEEE Transactions on Instrumentation and Measurement (IEEE TIM), 2024.

14、Qirui Bai (本科生); Yang Xu; Kun Yu; Shangdong Zheng (通讯), Learnable Affine Transformation Guided Multi-Feature Aggregation for Remote Sensing Scene Classification, IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), 2024 (CCF-C).

15、Shangdong Zheng; Zebin Wu; Yang Xu; Pengfei Liu; Peng Zheng; Zhihui Wei, Patchwise Temporal–Spatial Feature Aggregation Network for Object Detection in Satellite Video, IEEE Geoscience and Remote Sensing Letters (IEEE GRSL), 2024 (CCF-C).

16、Xuehuai Shi; Jingru Sun; Kun Yu; Zhihui Wei; Shangdong Zheng (通讯作者), Dual-Level Spatial–Frequency Collaborative Detector for Oriented Object Detection in Remote Sensing Images, Remote Sensing, 2026.

17、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.

18、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 (IEEE JSTARS), 2025.

19、Yunchang Wang; Jin Sun; Yang Xu; Shangdong Zheng; Zebin Wu, Fast Processing of Massive Hyperspectral Image Anomaly Detection Based on Cloud-Edge Collaboration, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2025.

20、X Liu; Y Ma; H Huang; X Wan; J Zhu; L Chen; Peng Zheng(共同通讯); Shangdong Zheng(共同通讯), Multi-Attribute Spectral Imaging with a Wavelength-Aware Band-Gated Vision Transformer for Camellia Oil Adulteration Detection, Frontiers in Sustainable Food Systems, 2026.

21、Hang Gong; Shangdong Zheng (通讯作者); Zebin Wu; Yang Xu; Zhihui Wei, et al., Spatial-Prior-Guided Attention for Small Object Detection in Overhead Catenary System, Journal of Circuits, Systems and Computers, 2021.

22、Shangdong Zheng; Zebin Wu; Yang Xu; Zhihui Wei, Pillar Number Plate Detection and Recognition in Unconstrained Scenarios, Journal of Circuits, Systems and Computers, 2021.

23、Yixuan Wang; Shangdong Zheng; et al., A Stackable Attention-Guided Multi-scale CNN for Number Plate Detection, International Conference on Image and Graphics (ICIG), CCF-C, 2019.