Markerless vision-based knee osteoarthritis classification using machine learning and gait videos

S Ben Hassine, A Balti, S Abid… - Frontiers in Signal …, 2024 - frontiersin.org
Introduction Knee osteoarthritis (KOA) is a major health issue affecting millions worldwide.
This study employs machine learning algorithms to analyze human gait using kinematic …

Evaluating Machine Learning Models for Age Group Classification Through Human Gait

V Tandra, NN Qomariyah - … on ICT for Smart Society (ICISS), 2023 - ieeexplore.ieee.org
The human gait is a complex process that is continued to be studied today. The pattern in
which every individual moves is one that is unique to that person and is affected by many …

Improving Workplace Safety in the Cargo Industry through Posture Monitoring using Mediapipe and Machine Learning

BS Cobb, F Candan - … on Innovations in Intelligent Systems and …, 2023 - ieeexplore.ieee.org
This research reveals the potential of Mediapipe with machine learning methods in
addressing the critical need for real-time posture monitoring, offering a promising solution for …

[PDF][PDF] Leveraging Data Mining, Machine Learning, and Web Scraping for Forecasting Rental Housing Prices in Tunisia

The Tunisian real estate market has experienced a notable 13.5% surge in prices since
2018, marking a substantial departure from the preceding five years, during which there was …

Derin Öğrenme Tabanlı Gerçek Zamanlı Vücut Hareketlerinden Duygu Analizi Modeli

M Yağcı, ME Aygül - Gazi University Journal of Science Part C …, 2024 - dergipark.org.tr
İletişim, canlılar arasında bilgi, duygu ve düşüncelerin aktarılması için kullanılan bir araçtır.
Araştırmalar, insan iletişiminin yaklaşık% 80'inin beden dili veya mimiklerle yapıldığını …

[引用][C] MediaPipe 보행모델을활용한정형외과질환에대한LSTM-Autoencoder 기반이상탐지

윤혜린, 류승재, 조은아, 유준일, 김진현 - 한국정보과학회학술발표 …, 2022 - dbpia.co.kr
요 약구글이 개발한 MediaPipe 는 OpenPose 와 함께 인공지능 학습을 통한 마커리스
(Makerless) 기반의 인간자세를 예측하는 대표적인 기술이다. 최근 정형외과와 같은 의료 …