Classification of Human Posture on Bed Using Machine Learning

被引:0
|
作者
Sawada, Kenta [1 ]
Nakasho, Kazuhisa [1 ]
Wasaki, Katsumi [2 ]
Shimoi, Nobuhiro [3 ]
机构
[1] Yamaguchi Univ, Yamaguchi, Japan
[2] Shinshu Univ, Matsumoto, Japan
[3] Akita Prefectural Univ, Akita, Japan
来源
2022 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN, IEEE ICCE-TW 2022 | 2022年
关键词
bed monitoring; RFID; posture classification;
D O I
10.1109/ICCE-TAIWAN55306.2022.9869245
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we propose a method for classifying human postures using RFID and machine learning, and discuss the learning accuracy of this method.
引用
收藏
页码:547 / 548
页数:2
相关论文
共 50 条
  • [21] Improving posture classification accuracy for depth sensor-based human activity monitoring in smart environments
    Ho, Edmond S. L.
    Chan, Jacky C. P.
    Chan, Donald C. K.
    Shum, Hubert P. H.
    Cheung, Yiu-ming
    Yuen, Pong C.
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2016, 148 : 97 - 110
  • [22] Development of a yoga posture coaching system using an interactive display based on transfer learning
    Long, Chhaihuoy
    Jo, Eunhye
    Nam, Yunyoung
    JOURNAL OF SUPERCOMPUTING, 2022, 78 (04): : 5269 - 5284
  • [23] Development of a yoga posture coaching system using an interactive display based on transfer learning
    Chhaihuoy Long
    Eunhye Jo
    Yunyoung Nam
    The Journal of Supercomputing, 2022, 78 : 5269 - 5284
  • [24] Time-CNN and Stacked LSTM for Posture Classification
    Gupta, Rinki
    Gupta, Aman
    Aswal, Rhea
    2021 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2021,
  • [25] Intelligent Chair Sensor: Classification and Correction of Sitting Posture
    Martins, Leonardo
    Lucena, Rui
    Almeida, Rui
    Belo, Joao
    Quaresma, Claudia
    Jesus, Adelaide
    Vieira, Pedro
    INTERNATIONAL JOURNAL OF SYSTEM DYNAMICS APPLICATIONS, 2014, 3 (02) : 65 - 80
  • [26] Smart Arse: Posture Classification with Textile Sensors in Trousers
    Skach, Sophie
    Stewart, Rebecca
    Healey, Patrick G. T.
    ICMI'18: PROCEEDINGS OF THE 20TH ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2018, : 116 - 124
  • [27] Body segment position reconstruction and posture classification by smart textiles
    Tognetti, A.
    Bartalesi, R.
    Lorussi, F.
    De Rossi, D.
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2007, 29 (3-4) : 215 - 253
  • [28] Design and Modeling of a Textile Pressure Sensor for Sitting Posture Classification
    Meyer, Jan
    Arnrich, Bert
    Schumm, Johannes
    Troester, Gerhard
    IEEE SENSORS JOURNAL, 2010, 10 (08) : 1391 - 1398
  • [29] A comparison between analysis time and inter-analyst reliability using spectral analysis of kinematic data and posture classification
    Yen, TY
    Radwin, RG
    APPLIED ERGONOMICS, 2002, 33 (01) : 85 - 93
  • [30] A Novel Smart Chair System for Posture Classification and Invisible ECG Monitoring
    Pereira, Leonor
    da Silva, Hugo Placido
    SENSORS, 2023, 23 (02)