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NTIS 바로가기The journal of the institute of internet, broadcasting and communication : JIIBC, v.21 no.2, 2021년, pp.117 - 124
이수현 (전북대학교 전자정보공학부(컴퓨터공학전공)) , 이영근
This study is a study to recognize hand movements using a neural network for wrist rehabilitation. The rehabilitation of the hand aims to restore the function of the injured hand to the maximum and enable daily life, occupation, and hobby. It is common for a physical therapist, an occupational thera...
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Rathinam, C., Mohan, V., Peirson, J., Skinner, J., Nethaji, K. S., & Kuhn, "Effectiveness of virtual reality in the treatment of hand function in children with cerebral palsy: A systematic review", Journal of hand therapy : official journal of the American Society of Hand Therapists, 32(4), 426-434.e1, 2019 DOI: https://doi.org/10.1016/j.jht.2018.01.006
Yang, L., Chen, J., & Zhu, W, "Dynamic Hand Gesture Recognition Based on a Leap Motion Controller and Two-Layer Bidirectional Recurrent Neural Network", Sensors (Basel, Switzerland), 20(7), 2106, 2020 DOI: https://doi.org/10.3390/s20072106
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Weichert, F., Bachmann, D., Rudak, B., & Fisseler, D, "Analysis of the accuracy and robustness of the leap motion controlle". Sensors (Basel, Switzerland), 13(5), 6380-6393, 2013 DOI: https://doi.org/10.3390/s130506380
Kijima, Y., & Viegas, S. F, "Wrist anatomy and biomechanics" The Journal of hand surgery, 34(8), 1555-1563. (2009) DOI: https://doi.org/10.1016/j.jhsa.2009.07.019
Leapmotion/developer https://developer.leapmotion.com/documentation
Weichert, F., Bachmann, D., Rudak, B., & Fisseler, D, "Analysis of the accuracy and robustness of the leap motion controller" Sensors (Basel, Switzerland), 13(5), 6380-6393, 2013 DOI: https://doi.org/10.3390/s130506380
Hrvoje Benko Michael Haller David Lindbauer Alexandra Ion Shengdong Zhao Roland Aigner, Daniel Wigdor and Jeffrey Tzu Kwan Valino Koh. Understanding mid-air hand gestures: A study of human preferences in usage of gesture types for hci. Technical report, November 2012.
Hee-Deok Yang, "Conditional Random Field based Gesture Recognition with Kinect Sensor" Journal of KISS : Software and Applications, 40(11), 716-723, 2013
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Srivastava, N., Hinton, G. E., Krizhevsky, A., Sutskever, I. & Salakhutdinov, R. "Dropout: a simple way to prevent neural networks from overfitting", Journal of Machine Learning Research, 15, 1929-1958, 2014
Sejin Goo, Dong-Yeon Kim, Sung-Wook Shin, Sung-Taek Chung, "Analysis and Training COntents of Body Balance Ability using Range of Motion of Lumbar Spine and Center of Body Pressure", The Journal of The Institute of Internet, Broadcasting and Communication(IIBC), Vol.19, No. 1, pp.279-287, Feb. 28, 2019 DOI: https://doi.org/10.7236/JIIBC.2019.19.1.279
Jun Su Kim, Seung Min Baek, Yeon Ju Jin, Sang Wook Han, Jin-Woo Jeong "Design and Implementation of IoT Control System Based on Gestures with Wearable Devices", Korean Institute of Information Technology, 15(10) pp. 101-112, 2017 DOI: https://doi.org/10.14801/jkiit.2017.15.10.101
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