Real-Time Monitoring and Analysis of Rehabilitation Exercises
from a Smartphone Camera Video Stream

D 2026

Real-Time Monitoring and Analysis of Rehabilitation Exercises from a Smartphone Camera Video Stream

JÁNOŠOVÁ, Miriama; Andrej ČERNEK; Radovan DVORSKÝ; Vasil POPOSKI; Petra BUDÍKOVÁ et al.

Základní údaje

Originální název

Real-Time Monitoring and Analysis of Rehabilitation Exercises from a Smartphone Camera Video Stream

Autoři

JÁNOŠOVÁ, Miriama; Andrej ČERNEK; Radovan DVORSKÝ; Vasil POPOSKI; Petra BUDÍKOVÁ a Jan SEDMIDUBSKÝ

Vydání

Neuveden, 16th ACM International Conference on Multimedia Retrieval (ICMR), od s. 2842-2846, 5 s. 2026

Nakladatel

ACM

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

10200 1.2 Computer and information sciences

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

elektronická verze "online"

Odkazy

URL

Označené pro přenos do RIV

Ano

Organizační jednotka

Fakulta informatiky

ISBN

979-8-4007-2617-0

DOI

https://doi.org/10.1145/3805622.3810429

EID Scopus

2-s2.0-105043330017

Klíčová slova anglicky

rehabilitation monitoring; pose estimation; skeleton data; exercise similarity; exercise quality assessment

Štítky

core_B, DISA, firank_A

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 7. 7. 2026 08:32, doc. RNDr. Jan Sedmidubský, Ph.D.

Anotace

V originále

This demo paper introduces a unique mobile application for real-time monitoring of physical therapy exercises. The application learns from therapist-guided exercise sessions and provides personalized feedback during at-home sessions. Each captured session is analyzed with state-of-the-art pose estimation, segmented into individual repetitions, and at-home exercises are evaluated against a personalized template. The application also offers intuitive real-time feedback during the at-home exercise in mirrored video and a comprehensive summary of the entire session. The demo video is available at: https://youtu.be/ew1gCw9nJNk.

Návaznosti

FY01010024, projekt VaV

Název: RehabEase: Umělá inteligence pro přesnější sledování a personalizované vyhodnocení lidského pohybu v průběhu rehabilitačního cvičení

Investor: Ministerstvo průmyslu a obchodu ČR, RehabEase: Umělá inteligence pro přesnější sledování a personalizované vyhodnocení lidského pohybu v průběhu rehabilitačního cvičení

Přiložené soubory

3805622.3810429.pdf

Požádat o autorskou verzi souboru

Citovat

JÁNOŠOVÁ, Miriama; Andrej ČERNEK; Radovan DVORSKÝ; Vasil POPOSKI; Petra BUDÍKOVÁ a Jan SEDMIDUBSKÝ. Real-Time Monitoring and Analysis of Rehabilitation Exercises from a Smartphone Camera Video Stream. Online. In 16th ACM International Conference on Multimedia Retrieval (ICMR). Neuveden: ACM, 2026, s. 2842-2846. ISBN 979-8-4007-2617-0. Dostupné z: https://doi.org/10.1145/3805622.3810429.

@inproceedings{2566605,
   author = {Jánošová, Miriama and Černek, Andrej and Dvorský, Radovan and Poposki, Vasil and Budíková, Petra and Sedmidubský, Jan},
   address = {Neuveden},
   booktitle = {16th ACM International Conference on Multimedia Retrieval (ICMR)},
   doi = {https://doi.org/10.1145/3805622.3810429},
   keywords = {rehabilitation monitoring; pose estimation; skeleton data; exercise similarity; exercise quality assessment},
   howpublished = {elektronická verze "online"},
   language = {eng},
   location = {Neuveden},
   isbn = {979-8-4007-2617-0},
   note = {Best Technical Demonstration Award},
   pages = {2842-2846},
   publisher = {ACM},
   title = {Real-Time Monitoring and Analysis of Rehabilitation Exercises from a Smartphone Camera Video Stream},
   url = {https://dl.acm.org/doi/10.1145/3805622.3810429},
   year = {2026}
}

TY  - CONF
ID  - 2566605
AU  - Jánošová, Miriama - Černek, Andrej - Dvorský, Radovan - Poposki, Vasil - Budíková, Petra - Sedmidubský, Jan
PY  - 2026
TI  - Real-Time Monitoring and Analysis of Rehabilitation Exercises from a Smartphone Camera Video Stream
PB  - ACM
CY  - Neuveden
SN  - 9798400726170
N1  - Best Technical Demonstration Award
KW  - rehabilitation monitoring
KW  - pose estimation
KW  - skeleton data
KW  - exercise similarity
KW  - exercise quality assessment
UR  - https://dl.acm.org/doi/10.1145/3805622.3810429
N2  - This demo paper introduces a unique mobile application for real-time monitoring of physical therapy exercises. The application learns from therapist-guided exercise sessions and provides personalized feedback during at-home sessions. Each captured session is analyzed with state-of-the-art pose estimation, segmented into individual repetitions, and at-home exercises are evaluated against a personalized template. The application also offers intuitive real-time feedback during the at-home exercise in mirrored video and a comprehensive summary of the entire session. The demo video is available at: https://youtu.be/ew1gCw9nJNk.
ER  -

JÁNOŠOVÁ, Miriama; Andrej ČERNEK; Radovan DVORSKÝ; Vasil POPOSKI; Petra BUDÍKOVÁ a Jan SEDMIDUBSKÝ. Real-Time Monitoring and Analysis of Rehabilitation Exercises from a Smartphone Camera Video Stream. Online. In \textit{16th ACM International Conference on Multimedia Retrieval (ICMR)}. Neuveden: ACM, 2026, s.~2842-2846. ISBN~979-8-4007-2617-0. Dostupné z: https://doi.org/10.1145/3805622.3810429.

Přehled o publikaci