Using computer vision to annotate video-recoded direct observation of physical behavior

SK Keadle, S Eglowski, K Ylarregui, SJ Strath… - Sensors, 2024 - mdpi.com
Direct observation is a ground-truth measure for physical behavior, but the high cost limits
widespread use. The purpose of this study was to develop and test machine learning …

[HTML][HTML] Using Video Cameras to Assess Physical Activity and Other Well-Being Behaviors in Urban Environments: Feasibility, Reliability, and Participant Reactivity …

JS Benton, J Evans, J Anderson… - JMIR Public Health and …, 2024 - publichealth.jmir.org
Background: Unobtrusive observation is a promising method for assessing physical activity
and other well-being behaviors (eg, social interactions) in urban environments, without …

Monitoring and understanding urban transformation: A mixed method approach

TJ Bannan, J Evans, JS Benton, P Edwards… - … in sustainable cities, 2022 - frontiersin.org
Cities must address many challenges including air quality, climate change and the health
and wellbeing of communities. Public authorities and developers increasingly look to …

Field test of a passive infrared camera for measuring trail-based physical activity

CG Abildso, V Haas, SM Daily, TK Bias - Frontiers in Public Health, 2021 - frontiersin.org
Introduction: Trails are ubiquitous and far-reaching, but research on the impact trails have on
physical activity is limited by the lack of resource-efficient, accurate, and practical systematic …

[HTML][HTML] Multiplatform Computer Vision System to Support Physical Fitness Assessments in Schoolchildren

J Sulla-Torres, B Santos-Pamo… - Applied Sciences, 2024 - mdpi.com
Currently, the lack of physical activity can lead to health problems, with the increase in
obesity in children between 8 and 18 years old being of particular interest because it is a …

[HTML][HTML] 计算机视觉技术在景观与健康关系研究中的应用进展

陈崇贤, **海薇, 侯咏淇, 刘京一 - 风景园林, 2023 - lalavision.com
计算机视觉技术在景观与健康关系研究中的应用进展 CN 11-5366/S ISSN 1673-1530 “风景
园林,不只是一本期刊.” 高级检索 English 首页 期刊在线 1.最新录用 2.优先发表 3.精选文章 4.当期 …

Modeling physical activity in children by combining raw hip-worn accelerometry, 2D pose estimation, and direct observation

H Hõrak, K Jermakovs, RE Haamer - IEEE Access, 2022 - ieeexplore.ieee.org
This work presents an inductive search of physical activity intensity features for develo**
computer vision data sets used in automatic physical activity observation systems. An online …

[HTML][HTML] Application Progress of Computer Vision in the Research on Relationship Between Landscape and Health

C Chongxian, LI Haiwei, HOU Yongqi… - Landscape …, 2023 - lalavision.com
Objective Although computer vision has been widely used in urban landscape research, the
overall understanding of the application thereof in the research on the relationship between …

Physical Activity Epidemiology

A Weber, D Schmid, MF Leitzmann - Handbook of Epidemiology, 2023 - Springer
This chapter will begin with a brief summary of the history of physical activity epidemiology
followed by a description of conceptual definitions and the multidimensional aspects of …

Comparing counts of park users with a wearable video device and an unmanned aerial system

RR Suminski, GM Dominick… - Journal for the …, 2021 - journals.humankinetics.com
Evidence suggests that video captured with a wearable video device (WVD) may augment
or supplant traditional methods for assessing park use. Unmanned aerial systems (UASs) …