I received my Ph.D. degree from the Aerospace Information Research Institute, Chinese Academy of Sciences on June 29, 2025, and joined the School of Technology, Beijing Forestry University on September 1, 2025. My research interests include hyperspectral remote sensing, target detection, anomaly detection, band selection, road extraction, machine learning, and deep learning. In recent years, I have published 17 academic papers, including 9 papers as the first author in journals and conferences such as IEEE TGRS/JSTARS/GRSL and CAAI TRIT. Among these, 5 papers have been selected as the ESI Highly Cited Paper (TOP 1%), 1 paper has been selected as the WILEY Top Cited Article, and an EI conference paper has won the Excellent PAPERS Award. I served as a reviewer for over 40 SCI journals, including IEEE TPAMI/TIP/TCSVT/TGRS/TAES/TCI/TSIPN/IoT-J/JSTARS, INFFUS, COMPAG, ESWA, KBS, and EAAI, etc. I was awarded the President Scholarship for Postgraduate Students in 2025 and the National Scholarship for Doctoral Students in 2024.
王德港，1997年生，2025年于中国科学院空天信息创新研究院获得博士学位，并入职北京林业大学工学院，硕士生导师。研究方向为高光谱遥感、目标探测、异常检测、波段选择、道路提取、机器学习、深度学习。目前，共发表学术论文17篇，其中，以一作/学生一作身份在IEEE TGRS、CAAI TRIT等国际权威期刊和会议发表论文9篇，包括SCI论文7篇，EI会议论文1篇，CSCD论文1篇，并申请国家发明专利2项。其中，中科院1区Top论文5篇，ESI高被引论文5篇，Wiley 2023年度高被引论文1篇，EI会议论文荣获国际会议优秀论文奖。受邀担任IEEE TPAMI/TIP/TCSVT/TGRS/TAES/TCI/TSIPN/IoT-J/JSTARS、INFFUS、COMPAG、ESWA、KBS、EAAI等40多个国际知名SCI期刊独立审稿人。先后获中国科学院院长优秀奖、博士研究生国家奖学金、中国科学院朱李月华奖学金、中国科学院大学三好学生标兵、中国科学院大学三好学生、中国科学院空天信息创新研究院优秀研究生特等奖学金、中国科学院空天信息创新研究院企业冠名奖学金一等奖等荣誉奖励。
- Email: wangdegang@bjfu.edu.cn, wangdegang20@mails.ucas.ac.cn, wangdg1997@qq.com
- WeChat: Together0908o_o
🔥 News
- 2025.10.24: 🎉 Our paper entitled “Similar Category Enhancement Network for Discrimination on Small Object Detection” has been accepted by IEEE TGRS!
- 2025.10.01: 🎉 Our paper entitled “HADDNLP: Hyperspectral Anomaly Detection via Double Nonlocal Priors” has been accepted by Pattern Recognition!
- 2025.09.11: 🎉 Our paper entitled “Non-Local and Local Feature-Coupled Self-Supervised Network for Hyperspectral Anomaly Detection” has been selected as the ESI Highly Cited Paper (TOP 1%)!
- 2025.07.22: 🎉 Our paper entitled “A multi-angle spectral curve inversion model based on BRDF” is published online by Chinese Space Science and Technology (ESCI, IF: 0.9, 中科院3区)!
- 2025.07.22: 🎉 Our paper entitled “Continuous Tensor Representation for Hyperspectral Anomaly Detection” has been accepted by IEEE TGRS!
- 2025.07.08: 🎉 Our paper entitled “Nonlocal and Deep Priors for Hyperspectral Anomaly Detection” has been accepted by IEEE TGRS!
- 2025.06.29: 🎉 Received Ph.D. degree from the Aerospace Information Research Institute, Chinese Academy of Sciences!
- 2025.06.16: 🎉 Awarded with the President Scholarship for Postgraduate Students of Chinese Academy of Sciences (中国科学院院长优秀奖)!
- 2025.06.03: 🎉 Awarded with the Pacemaker to Merit Student of the University of Chinese Academy of Sciences (中国科学院大学三好学生标兵)!
- 2025.04.15: 🎉 Our paper entitled “Frequency-to-Spectrum Mapping GAN for Semisupervised Hyperspectral Anomaly Detection” has been selected as the WILEY Top Cited Article!
- 2025.03.13: 🎉 Our paper entitled “BockNet: Blind-Block Reconstruction Network with a Guard Window for Hyperspectral Anomaly Detection” has been selected as the ESI Highly Cited Paper (TOP 1%)!
📖 Educations
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2020.09 – 2025.06: Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences
- Ph.D. degree in cartography and geography information system, Supervisors: Lianru Gao (高连如，国家杰青、国家优青、IET Fellow) & Lina Zhuang (庄丽娜，海外优青、中科院百人计划)
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2016.09 – 2020.06: School of Electronics and Information Engineering, Hebei University of Technology
- B.S. degree in communication engineering
💻 Work Experiences
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2025.09 – Present: Lecturer and Postdoc School of Technology, Beijing Forestry University
- Lab: Pioneer Team of Intelligent Forestry, Supervisor: Junguo Zhang (张军国，国家林草局第五批国家林草科技创新团队负责人，工学院副院长)
📝 Publications
More papers information, please visit: My Google Scholar Profile
PDBSNet: Pixel-shuffle downsampling blind-spot reconstruction network for hyperspectral anomaly detection. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61(5511914): 1-14.[Link][Code]
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza
- 第一作者, SCI, IF: 8.6, 中科院1区Top, ESI 高被引论文
BockNet: Blind-block reconstruction network with a guard window for hyperspectral anomaly detection. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61(5531916): 1-16.[Link][Code]
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Min Huang, Antonio Plaza
- 第一作者, SCI, IF: 8.6, 中科院1区Top, ESI 高被引论文
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection. CAAI Transactions on Intelligence Technology, 2023, 8(4): 1258-1273.[Link]
Degang Wang, Lianru Gao, Ying Qu, Xu Sun, Wenzhi Liao
- 第一作者, SCI, IF: 7.3, 中科院1区Top, Wiley 2023年度高被引论文
Non-local and local feature-coupled self-supervised network for hyperspectral anomaly detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18: 6981-6993.[Link][Code]
Degang Wang, Longfei Ren, Xu Sun, Lianru Gao, Jocelyn Chanussot
- 第一作者, SCI, IF: 5.3, 中科院2区, ESI 高被引论文
结合孪生网络和像元配对的高光谱图像异常检测. 中国图象图形学报, 2021, 26(08): 1860-1870.[Link]
王德港, 饶伟强, 孙旭, 渠瀛, 刘雪梅, 高连如
- 第一作者, CSCD, 中国科技期刊提能拓展计划
Blind-block reconstruction network with a guard window for hyperspectral anomaly detection. 2023 International Conference on Remote Sensing, Mapping and Geographic Information Systems. SPIE, 2023: 128152E.[Link]
Degang Wang, Lina Zhuang, Lianru Gao, Xu Sun, Ye Liu
- 第一作者, EI
HADDNLP: Hyperspectral anomaly detection via double nonlocal priors. Pattern Recognition, 2026, 172: 112535.[Link]
Longfei Ren, Degang Wang, Lianru Gao, Minghua Wang, Min Huang, Hongsheng Zhang
- 第二作者, SCI, IF: 7.6, 中科院1区Top
Nonlocal and deep priors for hyperspectral anomaly detection. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63(5520415): 1-15.[Link]
Longfei Ren, Degang Wang, Lianru Gao, Minghua Wang, Min Huang
- 第二作者, SCI, IF: 8.6, 中科院1区Top
Continuous tensor representation for hyperspectral anomaly detection. IEEE Transactions on Geoscience and Remote Sensing, 2025, 63(5520515): 1-15.[Link]
Yiming Zeng, Xi-Le Zhao, Teng-Yu Ji, Wei-Hao Wu, Degang Wang, Lina Zhuang
- 第五作者, SCI, IF: 8.6, 中科院1区Top
Similar category enhancement network for discrimination on small object detection. IEEE Transactions on Geoscience and Remote Sensing, 2025: 1-18.[Link]
Ziji Wei, Tianwei Zhang, Xu Sun, Lina Zhuang, Degang Wang, Andrea Marinoni, Lianru Gao
- 第五作者, SCI, IF: 8.6, 中科院1区Top
A Deeply Supervised Vertex Network for Road Network Graph Extraction in High-Resolution Images. International Journal of Applied Earth Observation and Geoinformation. 2024, 133: 104082.[Link]
Yu Zhao, Zhengchao Chen, Zhujun Zhao, Cong Li, Yongqing Bai, Zhaoming Wu, Degang Wang, Pan Chen
- 第七作者, SCI, IF: 8.6, 中科院1区Top
🏅 Honors and Awards
- 2025: 💰 中国科学院院长优秀奖 – 5,000 CNY
- 2025: 🏅 中国科学院大学2024-2025学年三好学生标兵
- 2025: 🏅 中国科学院空天信息创新研究院优秀学术报告荣誉
- 2024: 💰 博士研究生国家奖学金 – 30,000 CNY
- 2024: 🏆 第八届全国成像光谱对地观测学术研讨会优秀论文奖（序1）
- 2024: 💰 中国科学院空天信息创新研究院学业奖学金一等奖 – 16,000 CNY
- 2024: 🏆 第一届山海杯国土空间数字化场景工具创新大赛优秀奖（序7）
- 2024: 💰 2024年度中国科学院空天信息创新研究院优秀研究生特等奖学金 – 12,000 CNY
- 2024: 🏅 中国科学院空天信息创新研究院2023-2024年度优秀共青团员
- 2023: 🏆 第三届中国图象图形学报研究生学术论坛突出报告奖
- 2023: 💰 2023年度中国科学院大学朱李月华奖学金 – 5,000 CNY
- 2023: 🏆 《遥感学报》研究生学术论坛三等奖
- 2023: 🏆 国际学术会议RSMG 2023优秀论文奖
- 2023: 🏆 国际学术会议RSMG 2023最佳口头报告奖
- 2023: 💰 2023年度中国科学院空天信息创新研究院企业冠名奖学金一等奖 – 5,000 CNY
- 2022: 💰 中国科学院空天信息创新研究院学业奖学金一等奖 – 15,000 CNY
- 2022: 🏅 中国科学院大学2021-2022学年三好学生
📃 Reviewer
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- IEEE Transactions on Image Processing
- IEEE Transactions on Circuits and Systems for Video Technology
- IEEE Transactions on Geoscience and Remote Sensing
- IEEE Transactions on Aerospace and Electronic Systems
- IEEE Transactions on Computational Imaging
- IEEE Transactions on Signal and Information Processing over Networks
- IEEE Internet of Things Journal
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- IEEE Geoscience and Remote Sensing Letters
- IEEE Sensors Journal
- IEEE Access
- Remote Sensing
- Journal of Applied Remote Sensing
- Information Fusion
- Computers and Electronics in Agriculture
- Knowledge-Based Systems
- Expert Systems with Applications
- Information Processing and Management
- Engineering Applications of Artificial Intelligence
- Applied Soft Computing
- Neural Networks
- Computer Vision and Image Understanding
- Neurocomputing
- Measurement
- Applied Artificial Intelligence
- Scientific Reports
- Infrared Physics and Technology
- Pattern Recognition Letters
- Signal Processing: Image Communication
- Advances in Space Research
- Multimedia Systems
- IET Image Processing
- The Journal of Supercomputing
- Journal of Electronic Imaging
- Sensors
- PLOS One
- Journal of Circuits, Systems, and Computers
- PeerJ Computer Science
- Signal, Image and Video Processing
- Digital Signal Processing
- Journal of Real-Time Image Processing
- Computers and Electrical Engineering
- Remote Sensing Applications: Society and Environment
- International Journal of Data Science and Analytics
- Multimodal Transportation
- IEEE International Geoscience and Remote Sensing Symposium
- …
