[HTML][HTML] Privacy-preserving human activity sensing: A survey
With the prevalence of various sensors and smart devices in people's daily lives, numerous
types of information are being sensed. While using such information provides critical and …
types of information are being sensed. While using such information provides critical and …
[HTML][HTML] A Residual Deep Learning Method for Accurate and Efficient Recognition of Gym Exercise Activities Using Electromyography and IMU Sensors
S Mekruksavanich, A Jitpattanakul - Applied System Innovation, 2024 - mdpi.com
The accurate and efficient recognition of gym workout activities using wearable sensors
holds significant implications for assessing fitness levels, tailoring personalized training …
holds significant implications for assessing fitness levels, tailoring personalized training …
Seven Things to Know about Exercise Classification with Inertial Sensing Wearables
Objective: Exercise monitoring with low-cost wearables could improve the efficacy of remote
physical-therapy prescriptions by tracking compliance and informing the delivery of tailored …
physical-therapy prescriptions by tracking compliance and informing the delivery of tailored …
Physical Activity Detection for Diabetes Mellitus Patients Using Recurrent Neural Networks
L Dénes-Fazakas, B Simon, Á Hartvég, L Kovács… - Sensors, 2024 - mdpi.com
Diabetes mellitus (DM) is a persistent metabolic disorder associated with the hormone
insulin. The two main types of DM are type 1 (T1DM) and type 2 (T2DM). Physical activity …
insulin. The two main types of DM are type 1 (T1DM) and type 2 (T2DM). Physical activity …
Including Measurement Uncertainty to Improve the Reliability of Classification ANN
The widespread application of Artificial Neural Networks in various fields that can be
potentially life-threatening has raised questions about the quality and reliability of their …
potentially life-threatening has raised questions about the quality and reliability of their …
Improving Articulated Pose Tracking and Contact Force Estimation for Qualitative Assessment of Human Actions
N Louis - 2024 - deepblue.lib.umich.edu
Using video to automate human performance metrics or skill analysis is an important but
underexplored task. Currently, measuring the quality of an action can be highly subjective …
underexplored task. Currently, measuring the quality of an action can be highly subjective …