Online citations, reference lists, and bibliographies.

Smart Mirror E-health Assistant — Posture Analyze Algorithm Proposed Model For Upright Posture

Biljana Cvetkoska, Ninoslav Marina, Dijana Capeska Bogatinoska, Zhanko Mitreski
Published 2017 · Engineering, Computer Science
Cite This
Download PDF
Analyze on Scholarcy
Share
Today there exist many different types of smart assistants and devices, such as virtual assistants, smartphones and wearables, which have a purpose to coordinate and optimize the daily activities of the people worldwide. The smart assistants' focus is mainly on basic human needs, e.g. browsing, scheduling, navigating and other similar activities. However, not many smart assistants are concerned with the human health overall. In this paper, we focus on the possibility of using a smart mirror to detect health issues. A new Smart eHealth Mirror model is proposed, that consists of a smart mirror which works on its own algorithm and behaves as smart assistant. This proposed model uses face recognition authentication, posture problem detection, and proper posture guidance, followed with suggestions for preventive healthcare. The algorithm identifies the person's posture and carefully analyses the posture and body changes over time. The obtained results from the analysis satisfied our expectations by improving the upright posture of the tested individual by considerable rate. The benefit of the proposed smart algorithm is proven by the evaluation results, which improved with each new individual analysis.
This paper references
10.1145/3011263.3011265
Fitmirror: a smart mirror for positive affect in everyday user morning routines
Daniel Besserer (2016)
10.1007/978-3-319-51234-1_21
SmartMirror: An Embedded Non-contact System for Health Monitoring at Home
Hamidur Rahman (2016)
Smart Mirror, https://smart-mirror.io/
E. Cohen (2017)
10.7554/eLife.02020
Diagnostically relevant facial gestalt information from ordinary photos
Quentin R. V. Ferry (2014)
10.1109/ICASSP.2017.7952403
Face recognition in real-world images
Xavier Fontaine (2017)
Interactive Mirror for Smart Home
C. Sethukkarasi (2016)
Pitchian “Interactive mirror for smart home
C. Sethukkarasi (2016)
10.3390/s140304189
A Survey on Model Based Approaches for 2D and 3D Visual Human Pose Recovery
Xavier Perez-Sala (2014)
10.1016/J.JBIOTEC.2016.05.123
Classification of fall detection in elderly persons based on smart phone data
Pranesh Vallabh (2016)
Use of Facial Recognition Technology for Medical Purposes: Balancing Privacy with Innovation
Seema Mohapatra (2016)
10.1109/ICME.2015.7177468
Mirror mirror on the wall… An intelligent multisensory mirror for well-being self-assessment
Yasmina Andreu (2015)
Magic Mirror, http://michaelteeuw.nl/tagged/magicmirror
M. Teeuw (2017)
A Fast HSV Image Color and Texture Detection and Image Conversion Algorithm
Monika Deswal (2014)
Home Mirror, https://github.com/HannahMitt/HomeMirror
H. Mitt (2017)
10.5334/IJIC.2290
Dynamic posture correcting device used for rehabilitation exercises
Tinus Benjamin Byrgesen (2015)



This paper is referenced by
Semantic Scholar Logo Some data provided by SemanticScholar