A transfer learning method using speech data as the source domain for micro-Doppler classification tasks

Author:

Li Yuxin,He Kunling,Xu Danlei,Luo Dingli

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference30 articles.

1. Micro-Doppler based classification of human aquatic activities via transfer learning of convolutional neural networks;Park;Sensors,2016

2. Radar-ID: Human identification based on radar micro-Doppler signatures using deep convolutional neural networks;Cao;IET Radar Sonar Navig.,2018

3. Unsupervised domain adaptation for micro-Doppler human motion classification via feature fusion;Lang;IEEE Geosci. Remote Sens. Lett.,2018

4. Deep learning based human activity classification in radar micro-Doppler image;He,2018

5. DNN transfer learning from diversified micro-Doppler for motion classification;Seyfioglu;IEEE Trans. Aerosp. Electron. Syst.,2018

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A horizontal vibration prediction method of high-speed elevator based on transferred-digital twin model;Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science;2024-04-11

2. Large Scale Image Classification of Exotic Fruits in Indonesia Using Transfer Learning Method with MobileNet Model;Proceedings of the 2022 Brawijaya International Conference (BIC 2022);2023

3. Multi-Source Selection Transfer Learning with Privacy-Preserving;Neural Processing Letters;2022-05-07

4. Distributed Radar-based Human Activity Recognition using Vision Transformer and CNNs;2021 18th European Radar Conference (EuRAD);2022-04-05

5. Convolutional Neural Network with Transfer Learning for Classification of Food Types in Tray Box Images;6th International Conference on Sustainable Information Engineering and Technology 2021;2021-09-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3