对二维图像进行识别分类,熟悉深度学习Tensorflow环境,CNN,GAN,SVM等算法。
已发表学术论文三篇,申请发明专利三个(已授权)!
1、Micro-Motion Classification of Rotor UAV And Flying Bird via CNN and FMCW Radar(Best Paper Award,Artificial Intelligence for Communications and Networks)
2、High-Precision Human Activity Classification via Radar Micro-Doppler Signatures Based on Deep Neural Network(IET International Radar Conference)
3、In Situ Interfacial Sublimation of Zn2GeO4 Nanowire for Atomic Scale Manufacturing (ACS Applied Nano Materials,IF=3.96,共同一作 )
4、一种原位加工空心纳米腔的方法 (专利号:201911281434.2,发明专利,已授权)
5、一种雷达微动目标识别的数据集扩充方法(专利号:202011441343.3,发明专利,已授权)
6、一种雷达目标运动状态的分类方法及系统(专利号:202011587540.6,发明专利,已授权)