Notice
Participated in IEEE Sensors 2022!
- 작성일 : 2023-07-20
- 조회수 : 233
- 작성자 : DSPL
🤗 We are delighted to share the news that our lab member, Yura Seo, had an opportunity to participate in IEEE Sensors 2022 conference, held at Dallas, Texas USA from Oct 30 to Nov 2, 2022!
Her paper, title of "A 3D CNN based People Counting System Using Auto-Correlation Functions from Frequency Modulated Continuous Wave Radar Signals", could be read from this link!
Abstract: We propose a people counting system using Frequency Modulated Continuous Wave (FMCW) radar signals. The proposed method predicts the number of people using deep learning classification with auto-correlation functions of estimated breathing signals. We also attempted to explain the behavior of the deep learning system using modified gradientweighted class activation mapping (GradCAM). In the experiments using real radar signals, the proposed method showed improved performance from a conventional method.
우리 연구실 박사과정 서유라 학생이 미국 텍사스 댈러스에서 열린 IEEE Sensors 2022 학회에 포스터 세션으로 참여했습니다!
해당 논문,"A 3D CNN based People Counting System Using Auto-Correlation Functions from Frequency Modulated Continuous Wave Radar Signals", 은 이 링크에서 확인하실 수 있습니다.