A Physiotheraphy Coaching System based on Kinect Sensor

被引：0

作者：

Saratean, Timeea ^{[1
]}

Antal, Marcel ^{[1
]}

Pop, Claudia ^{[1
]}

Cioara, Tudor ^{[1
]}

Salomie, Ioan ^{[1
]}

机构：

[1] Tech Univ Cluj Napoca, Comp Sci Dept, Cluj Napoca, Romania

来源：

2020 IEEE 16TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTER COMMUNICATION AND PROCESSING (ICCP 2020) | 2020年

基金：

欧盟地平线“2020”;

关键词：

Physiotherapy; Kinect; Exercise Detection; Effort Based Parametrization;

D O I：

10.1109/iccp51029.2020.9266178

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper addresses the issue of performing physiotherapy treatments remote, at home, by proposing a personal coaching system capable of surveilling the correctness of the exercises and the adherence to the rehabilitation program established by doctors. For identifying the performed exercises, we use a Microsoft Kinect Sensor on top of which we have developed an exercise-detection algorithm part of a recognition module and a user-friendly web interface. The results show that the proposed solution can be successfully used for performing remote physiotherapy exercises, guided by physiotherapists, which brings a major advantage in scenarios as the one brought by the SARS-CoV-2 (COVID19) context.

引用

页码：535 / 540

页数：6

共 50 条

[21] 3D Vision-Based Autonomous Navigation System Using ANN and Kinect Sensor
Sales, Daniel
Correa, Diogo
Osorio, Fernando S.
Wolf, Denis F.
ENGINEERING APPLICATIONS OF NEURAL NETWORKS, 2012, 311 : 305 - 314
[22] A Fast Robot Identification and Mapping Algorithm Based on Kinect Sensor
Zhang, Liang
Shen, Peiyi
Zhu, Guangming
Wei, Wei
Song, Houbing
SENSORS, 2015, 15 (08) : 19937 - 19967
[23] Subway Lining Segment Faulting Detection Based on Kinect Sensor
Gao, Xinwen
Yu, Liqing
Yang, Zhengzhe
2015 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, 2015, : 1076 - 1081
[24] ASSESSMENT OF JOINT PARAMETERS IN A KINECT SENSOR BASED REHABILITATION GAME
Manna, Soumya K.
Dubey, Venketesh N.
PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2019, VOL 1, 2020,
[25] A Microsoft Kinect based virtual rehabilitation system
Tseng, Chien-Ming
Lai, Chung-Liang
Erdenetsogt, D.
Chen, Yung-Fu
2014 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2014), 2014, : 934 - 937
[26] PRECISION SPRAYING MODEL BASED ON KINECT SENSOR FOR ORCHARD APPLICATIONS
Gao, G. D.
Xiao, K.
Li, J. P.
APPLIED ENGINEERING IN AGRICULTURE, 2018, 34 (02) : 291 - 298
[27] A Kinect-based Oral Rehabilitation System
Pan, Tse-Yu
Wong, Yong-Xiang
Lee, Ting-Chia
Hu, Min-Chun
PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ORANGE TECHNOLOGIES (ICOT), 2015, : 71 - 74
[28] A System of Hand Interface Based on Kinect Data
Kim, Gi-Woo
Lim, Hye-Youn
Kang, Dae-Seong
2015 8TH INTERNATIONAL CONFERENCE ON DATABASE THEORY AND APPLICATION (DTA), 2015, : 26 - 28
[29] Determination of Repeatability of Kinect Sensor
Bonnechere, Bruno
Sholukha, Victor
Jansen, Bart
Omelina, Lubos
Rooze, Marcel
Jan, Serge Van Sint
TELEMEDICINE AND E-HEALTH, 2014, 20 (05) : 451 - 453
[30] Usefulness of Kinect sensor–based reachable workspace system for assessing upper extremity dysfunction in breast cancer patients
Kyeong Eun Uhm
Seunghwan Lee
Gregorij Kurillo
Jay J. Han
Jung-Hyun Yang
Young Bum Yoo
Jongmin Lee
Supportive Care in Cancer, 2020, 28 : 779 - 786

← 1 2 3 4 5 →