郑佳,博士,讲师,硕士生导师,河南南阳人。2025年6月毕业于西安电子科技大学信息与通信工程专业,现任时时彩
专任教师。以第一作者或通讯作者发表学术论文10余篇,其中SCI收录论文8篇,授权国家发明专利8项。担任 《Neurocomputing》、《Npj Heritage Science》、《Discover Internet of Things》、《Journal of Supercomputing》 等期刊审稿人。
研究方向:SAR图像目标识别、遥感图像目标检测、小样本学习、深度学习,度量学习
主持项目:
[1] 面向小样本SAR目标识别中鲁棒特征提取的深度度量学习方法研究,浙江省青年基金项目,2026.01.01-2027.12.31,10万,主持,在研。
[2] 西安电子科技大学优秀博士学位论文资助基金项目,2024.04.25-2025.04.25,6W,主持,已结项。
[3] 西安电子科技大学研究生创新基金重点项目,2024.03.25-2024.12.31,1.6W,主持,已结项。
代表性论文:
[1] Jia Zheng, Ming Li, Hongmeng Chen, et al. Adaptive Weighted Mutual Nearest Neighbor Network with Support-Query Collaborative Feature Reconstruction for Few-Shot SAR Target Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2026. (中科院一区top,IF=11.1)
[2] Jia Zheng, Ming Li, Xiang Li, Peng Zhang, and Yan Wu. Revisiting Local and Global Descriptor-Based Metric Network for Few-Shot SAR Target Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 1-14. (中科院一区top,IF=8.6)
[3] Jia Zheng, Ming Li, Hongmeng Chen, Peng Zhang, and Yan Wu. Deep Fourier based Task-Aware Metric Network for Few-shot SAR Target Classification [J]. IEEE Transactions on Instrumentation and Measurement, 2025. (中科院二区,IF=5.9)
[4] Jia Zheng, Ming Li, Xiang Li, Peng Zhang, and Yan Wu. SVD-based Feature Reconstruction
Metric Network with Active Contrast Loss for Few-Shot SAR Target Recognition[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025. (中科院二区,IF=5.3)
[5] Jia Zheng, Ming Li, Peng Zhang, Yan Wu, and Hongmeng Chen. Position-Aware Graph Neural Network for Few-Shot SAR Target Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024. (中科院二区,IF=5.3)
[6] Benteng Chen, Zhengkang Zhou, Chunyu Liu, and Jia Zheng∗. Complementary-View SAR Target Recognition Based on One-Shot Learning[J]. Remote Sensing, 2024, 16(14): 2610. (中科院二区,IF=4.1)
联系方式:[email protected]