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Showing results 1 to 8 of 8

Article
Enhanced Radar False Alarm Mitigation in Low-RCS Target Detection Using Time-Varying Trajectories on Range-Doppler Diagrams with DCNN
  • Choi, Jiyeon ; 
  • Chun, Young-Hoon ; 
  • Eom, Seok Chan ; 
  • Oh, Daegun ; 
  • Kim, Youngwook
  • 2025-03
  • Choi, Jiyeon. (2025-03). Enhanced Radar False Alarm Mitigation in Low-RCS Target Detection Using Time-Varying Trajectories on Range-Doppler Diagrams with DCNN. IEEE Transactions on Instrumentation and Measurement, 74. doi: 10.1109/TIM.2025.3550239
  • Institute of Electrical and Electronics Engineers
  • View : 251
  • Download : 0
Article
Extraction of micro-doppler characteristics of drones using high-resolution time-frequency transforms
  • Kim, Youngwook ; 
  • Nazaroff, Michael ; 
  • Oh, Daegun
  • 2018-12
  • Kim, Youngwook. (2018-12). Extraction of micro-doppler characteristics of drones using high-resolution time-frequency transforms. doi: 10.1002/mop.31408
  • John Wiley and Sons Inc.
  • View : 706
  • Download : 0
Article
Generative Adversarial Networks for Classification of Micro-Doppler Signatures of Human Activity
  • Alnujaim, Ibrahim ; 
  • Oh, Daegun ; 
  • Kim, Youngwook
  • 2020-03
  • Alnujaim, Ibrahim. (2020-03). Generative Adversarial Networks for Classification of Micro-Doppler Signatures of Human Activity. doi: 10.1109/LGRS.2019.2919770
  • Institute of Electrical and Electronics Engineers
  • View : 805
  • Download : 0
Article
Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks
  • Kim, Youngwook ; 
  • Alnujaim, Ibrahim ; 
  • Oh, Daegun
  • 2021-06
  • Kim, Youngwook. (2021-06). Human Activity Classification Based on Point Clouds Measured by Millimeter Wave MIMO Radar with Deep Recurrent Neural Networks. IEEE Sensors Journal, 21(12), 13522–13529. doi: 10.1109/JSEN.2021.3068388
  • Institute of Electrical and Electronics Engineers
  • View : 721
  • Download : 0
Article
Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks
  • Kim, Youngwook ; 
  • Moon, Taesup
  • 2016-01
  • IEEE Geoscience and Remote Sensing Letters, v.13, no.1, pp.8 - 12
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 904
  • Download : 0

Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks

Article
Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks
  • Park, Jinhee ; 
  • Javier, Rios Jesus ; 
  • Moon, Taesup ; 
  • Kim, Youngwook
  • 2016-12
  • Park, Jinhee. (2016-12). Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks. Sensors, 16(12). doi: 10.3390/s16121990
  • MDPI AG
  • View : 1003
  • Download : 148
Article
Synthesis of Micro-Doppler Signatures of Human Activities From Different Aspect Angles Using Generative Adversarial Networks
  • Alnujaim, Ibrahim ; 
  • Ram, Shobha Sundar ; 
  • Oh, Daegun ; 
  • Kim, Youngwook
  • 2021-03
  • Alnujaim, Ibrahim. (2021-03). Synthesis of Micro-Doppler Signatures of Human Activities From Different Aspect Angles Using Generative Adversarial Networks. IEEE Access, 9, 46422–46429. doi: 10.1109/ACCESS.2021.3068075
  • Institute of Electrical and Electronics Engineers Inc.
  • View : 513
  • Download : 0
Article
Through-Wall Remote Human Voice Recognition Using Doppler Radar With Transfer Learning
  • 2019-06
  • Khanna, Rohan. (2019-06). Through-Wall Remote Human Voice Recognition Using Doppler Radar With Transfer Learning. doi: 10.1109/JSEN.2019.2901271
  • Institute of Electrical and Electronics Engineers
  • View : 923
  • Download : 0
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