TY - GEN
T1 - Toward Agent-based Interactive Systems to Support Rehabilitation Process
AU - Mohamed, Tagy Aldeen
AU - Moustafa, Ahmed
AU - Ito, Takayuki
AU - Asad, Muhammad
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/5/5
Y1 - 2021/5/5
N2 - Rehabilitation on a regular basis is essential to recover functional ability for patients with physical disabilities. However, performing correct movements without the therapist's guidance is considered to be a challenging problem. To this end, we propose an interactive system to support patients through rehabilitation, where a movement guidance agent is included. Our system recognizes and assists patients while engaging in rehabilitation activities. The proposed approach consists of three significant steps: (1) the estimation of patient movement through the camera; (2) the detection of patient movement; and (3) the detected movements, are then observed by an agent in order to instruct correct movement, if the movement was incorrectly performed. To this end, we propose an agent-based system that allows users to perform rehabilitation exercises anywhere with the proper guidance system. The proposed system is applied to track patient activities in real-time, with lightweight devices such as mobile phones.
AB - Rehabilitation on a regular basis is essential to recover functional ability for patients with physical disabilities. However, performing correct movements without the therapist's guidance is considered to be a challenging problem. To this end, we propose an interactive system to support patients through rehabilitation, where a movement guidance agent is included. Our system recognizes and assists patients while engaging in rehabilitation activities. The proposed approach consists of three significant steps: (1) the estimation of patient movement through the camera; (2) the detection of patient movement; and (3) the detected movements, are then observed by an agent in order to instruct correct movement, if the movement was incorrectly performed. To this end, we propose an agent-based system that allows users to perform rehabilitation exercises anywhere with the proper guidance system. The proposed system is applied to track patient activities in real-time, with lightweight devices such as mobile phones.
KW - agent-based system
KW - Interactive activity recognition
KW - rehabilitation
UR - http://www.scopus.com/inward/record.url?scp=85107750161&partnerID=8YFLogxK
U2 - 10.1109/CSCWD49262.2021.9437736
DO - 10.1109/CSCWD49262.2021.9437736
M3 - Conference proceedings published in a book
AN - SCOPUS:85107750161
T3 - Proceedings of the 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2021
SP - 558
EP - 562
BT - Proceedings of the 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2021
A2 - Shen, Weiming
A2 - Barthes, Jean-Paul
A2 - Luo, Junzhou
A2 - Shi, Yanjun
A2 - Zhang, Jinghui
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 24th IEEE International Conference on Computer Supported Cooperative Work in Design, CSCWD 2021
Y2 - 5 May 2021 through 7 May 2021
ER -