Dr. Yanni Dong received the B.S. and Ph.D. degrees from Wuhan University, Wuhan, China. 

Dr. Dong is currently an associate professor with Institute of Geophysics and Geomatics, China University of Geosciences, and also was a Hong Kong Scholar with the Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong.

Dr. Dong has been engaged in the research of hyperspectral remote sensing images interpretation. She has published some academic papers,  such as IEEE TCyber, IEEE TIP, IEEE TGRS, and ISPRS J etc. She has been principal investigators of more than 10 scientific research projects such as the youth and general programs of the National Natural Science Foundation of China.

Dr. Dong was selected IEEE Senior Member and served as the guest editor of Remote Sensing. She is a reviewer of more than twenty international journals, including the IEEE TCybern, TGRS, TIP, TNNLS,  ISPRS, PR. She is also the PC Member of IJCAI and AAAI.

She also serves as Guest Editor for several special issues:

1. Recent Advances in Hyperspectral Image Processing

2. Artificial Intelligence-Driven Methods for Remote Sensing Target and Object Detection

JOIN US!!!

Welcome to join our team and work with me.

Bachelor degree in any discipline, remote sensing, GIS, computer, telecommunications, mathematics and other professional majors are preferred.

To join our team, please contact us as soon as possible and prepare the following electronic files: Personal resume including personal profile, education and research experience, undergraduate transcripts, winning situation, skill level, research interest and future research plan, etc. 

RESEARCH INTERESTS

1. Target Detection, Dimensionality Reduction , Classification, Scene Classification and Change Detection for Remote Sensing Image Processing

2. Metric Learning, Transfer Learning and Deep Learning of Pattern Recognition and Machine Learning

3. Mineral Mapping, Lithologic Mapping and Geological Application of Remote Sensing

SELECTED PUBLICATIONS

[5] Q. Liu, Y. Dong, Y. Zhang and H. Luo, "A Fast Dynamic Graph Convolutional Network and CNN Parallel Network for Hyperspectral Image Classification," IEEE Transactions on Geoscience and Remote Sensing, 2022.

[4] Y. Dong, Q. Liu, B. Du, and L. Zhang, “Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification,” IEEE Transactions on Image Processing, vol. 31, pp. 1559-1572, 2022.

[3] Y. Dong, Y. Jin, and S. Cheng, “Clustered Multiple Manifold Metric Learning for Hyperspectral Image Dimensionality Reduction and Classification,” IEEE Transactions on Geoscience and Remote Sensing,  vol. 60, no. 5516813, pp. 1-13, 2022.

[2] Y. Dong, W. Shi, B. Du, X. Hu, and L. Zhang, “Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection,” IEEE Transactions on Cybernetics, 2021, doi: 10.1109/TCYB.2021.3070909.

[1] Y. Dong, T. Liang, Y. Zhang, and B. Du, “Spectral-Spatial Weighted Kernel Manifold Embedded Distribution Alignment for Remote Sensing Image Classification,” IEEE Transactions on Cybernetics,  vol. 51, no. 6, pp. 3185-3197, June 2021.（ESI highly cited paper (Top 1%)）

CONTACT

Institute of Geophysics&Geomatics, China University of Geosciences, Wuhan, PR China

Email: dongyanni@cug.edu.cn
Phone: (+86) 137 2019 2758