长期从事基于深度学习的遥感图像处理及解译研究,研发的多源遥感联合监测相关模型可大幅提升复杂场景下的地物解译效能。主持博士后创新人才支持计划项目、国家自然科学基金青年基金、博士后面上项目,参与国家重点研发计划子课题、北京市杰青等多个国家级或省部级项目。在IEEE TCYB(IF>19)、IEEE TIP(IF>11)、IEEE TNNLS(IF>14)等期刊发表学术论文40余篇。部分代表作如下:
1. M. Zhang, W. Li, and Q. Du, “Diverse Region-Based CNN for Hyperspectral Image Classification,” IEEE Transactions on Image Processing, vol. 27, no.6, pp.2623-2634, 2018. (
Zhao, Y., Zhang, M., Gao, Y. & Li, W., 19 1月 2024, ICIGP 2024 - Proceedings of the 2024 7th International Conference on Image and Graphics Processing.Association for Computing Machinery, 页码 185-1917 页码 (ACM International Conference Proceeding Series).
Zhao, B., Li, Z., Jiang, X., Zhang, M., Li, W., Zhang, Y. & Song, X., 19 1月 2024, ICIGP 2024 - Proceedings of the 2024 7th International Conference on Image and Graphics Processing.Association for Computing Machinery, 页码 85-917 页码 (ACM International Conference Proceeding Series).