A vision-based hand hygiene monitoring approach using self-attention convolutional neural network

T Xie, J Tian, L Ma - Biomedical Signal Processing and Control, 2022 - Elsevier
Automatic hand hygiene monitoring is an effective and necessary practice in healthcare. The
main objective is to automate the quality control of the hand hygiene process by recognizing …

Evaluation of hand washing procedure using vision-based frame level and spatio-temporal level data models

R Özakar, E Gedikli - Electronics, 2023 - mdpi.com
Hand hygiene is obligatory for all healthcare workers and vital for patient care. During
COVID-19, adequate hand washing was among recommended measures for preventing …

CNN for Hand Washing Movement Classification: What Matters More-the Approach or the Dataset?

A Elsts, M Ivanovs, R Kadikis… - … Conference on Image …, 2022 - ieeexplore.ieee.org
Good hand hygiene is one of the key factors in preventing infectious diseases, including
COVID-19. Advances in machine learning have enabled automated hand hygiene …

Mask, Hairnet, and Handwash Detection System for Food Manufacturing Health and Safety Monitoring

CPC Pepito, ERM Aleluya, FJA Alagon… - 2023 IEEE 15th …, 2023 - ieeexplore.ieee.org
Food safety is a top concern within food manufacturing facilities, with strict measures in
place to ensure the quality and integrity of products. The existing food safety measures …

Klasifikasi Gerakan Cuci Tangan Berbasis Convolutional Neural Network (CNN)

HR Qalbi, EM Yuniarmo… - Jurnal Teknik ITS (SINTA: 4 …, 2021 - ejurnal.its.ac.id
Cuci tangan merupakan langkah awal dalam menjaga kesehatan tubuh. Dengan mencuci
tangan kita dapat mencegah penyebaran penyakit. Akan tetapi, masih banyak masyarakat …