HUMAN BACK ACUPUNCTURE POINTS LOCATION USING RGB-D IMAGE FOR TCM MASSAGE ROBOTS, 67-75.

Weiyang Zhao,∗ Jianjun Yan,∗,∗∗ Houru Chen,∗ Lianxin Gao,∗ and Wei Zhou∗

References

  1. [1] P.T. Phuc, N.D. Tai, and N.T. Thinh, Applying sliding modecontrol to massage robot apply for healthcare therapy, Proc.Int. Conf. on System Science and Engineering (ICSSE), DongHoi, 2019, 108–116.
  2. [2] W. Wang, P. Zhang, and C. Liang, Design path planningimprovement and test of a portable massage robot on humanback, International Journal of Advanced Robotic Systems,4(15), 2018, 1–11.
  3. [3] W. Wang, C. Liang, P. Zhang, and Y. Shi, A portableback massage robot based on traditional Chinese medicine,Technology and Health Care: Official Journal of the EuropeanSociety for Engineering and Medicine, 26(4), 2018, 709–713.
  4. [4] S. Qi, S. Lou, and T. Tan, The “Tongmai Tiaoshen” abdominalmassage therapy of traditional Chinese medicine improvessleep quality of chronic insomnia patients: A case report,Complementary Therapies in Clinical Practice, 42, 2021,101292–101299.
  5. [5] Y. Kutme, C. Cemile, A. Durut, Guler, and C. Funda, Theeffect of back massage on physiological parameters, dyspnoea,and anxiety in patients with chronic obstructive pulmonarydisease in the intensive care unit: A randomised clinical trial,Intensive & Critical Care Nursing, 63(2), 2021, 102962–101301.
  6. [6] S. Chen, Traditional Chinese medicine (TCM) massage forthe treatment of congenital muscular torticollis (CMT) ininfants and children: A systematic review and meta-analysis,Complementary Therapies in Clinical Practice, 39, 2020,101112–101124.74
  7. [7] R. Din, J. Li, and J. Liu, Effect of acupoint therapies onchemotherapy-induced nausea and vomiting: A systematicreview protocol. Medicine, 98(37), 2019, 171095–171105.
  8. [8] H. Gao, S. Lu, T. Wang, C. Liu, and B. Kang, Developmentof Chinese medicine massage robot, Machine Human, 33(5),2011, 553–562.
  9. [9] S. Lu and L. Chen, Research progress of key technologyof Chinese medicine massage robot, Journal of ShandongUniversity of Construction, 32(1), 2017, 60–68.
  10. [10] G. Du, S. Lu, and H. Zhang, Design of human acupuncturepoint finding function for Chinese medicine massage robot,Science and Technology Bulletin, 27(5), 2011, 637–640.
  11. [11] L. Liu, S. Lu, and Y. Zhang, Research on expert control systemof Chinese medicine massage robot, Computer Measurementand Control, 24(4), 2016, 55–57.
  12. [12] L. Dang, T. Luo, and Q. Shi, Design and research of amassage robot acupuncture point tracking system based onvisual positioning, Agricultural Equipment Technology, 46(4),2020, 39–41+43.
  13. [13] X. Lin, Research on methods to improve accuracy in humanmeridian visualization by optical positioning method, FuzhouUniversity, Fuzhou, 2014.
  14. [14] X. Yang and Y. Wu, Design of human acupuncture pointlocation system based on PSO-BP neural network, ElectronicApplication Technology, 44(2), 2018, 75–78.
  15. [15] Z. Liu, Y. Li, and G. Du, Design of human acupoints distributionmodel based on BP network, Information Technology andInformatization, 2011, 35–37.
  16. [16] Q. Zhang, Y. Zhang, and L. Chen, Application of geneticalgorithm optimized BP neural network in Chinese massagerobot, Applied Science, 44(2), 2017, 73–77.
  17. [17] Z. Cao and T. Simon, Real-time multi-person 2D poseestimation using part affinity fields, Proc. IEEE Conference onComputer Vision and Pattern Recognition (CVPR), Honolulu,HI, 2017, 1–8.
  18. [18] C. Guo, Novel artificial intelligence machine learningapproaches to precisely predict survival and site-specificrecurrence in cervical cancer: A multi-institutional study.Translational Oncology, 14(5), 2021, 101032–101038.
  19. [19] General Administration of Quality Supervision, Inspectionand Quarantine of the People’s Republic of China, ChinaNational Standardization Administration Name and positioningof acupoints: GB/T 12346-2006, 2006.
  20. [20] H. Change, L. Tu, Y. Pei, C. Chen, S. Wang, and A.M.K.Wong, Comparison of the effects between lasers applied tomyofascial trigger points and to classical acupoints for patientswith cervical myofascial pain syndrome, Biomedical Journal,44(6), 2021, 739–747.
  21. [21] C. Yu, Exploration of the therapeutic effect and clinicaloutcomes of acupuncture at pain-sensitive points to treatchronic nonspecific low back pain: Application of theacupoint sensitization theory, World Journal of Acupuncture- Moxibustion, 31, 2020, 270–274.
  22. [22] Y. Tian and D. Fang, A review of research on human poserecognition based on depth information, Computer Engineeringand Applications, 56(2), 2020, 1–8.
  23. [23] Z. Zhang, A flexible new technique for camera calibration, IEEETransactions on Pattern Analysis & Machine Intelligence,22(11), 2000, 1330–1334.
  24. [24] W. Hu, Q. Sheng, and X. Sheng, A novel realtime vision-basedacupoint estimation for TCM massage robot, Proc. IEEE 27thInt. Conf. on Mechatronics and Machine Vision in Practice,Shanghai, 2021, 771–776.
  25. [25] X. Chi, L.N. Govindarajan, Z. Yu, C. Li, and Lie-x, Depth imagebased articulated object pose estimation, tracking, and actionrecognition on lie groups, International Journal of ComputerVision, 123(3), 2017, 454–478.
  26. [26] T.A. Tao, Wind turbine blade icing diagnosis using hybridfeatures and stacked-XGBoost algorithm, Renewable Energy,180, 2021, 1004–1013.

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