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使用可穿戴视频设备和无人机系统评估公园质量。

Assessing Park Quality with a Wearable Video Device and an Unmanned Aerial System.

机构信息

Department of Behavioral Health and Nutrition, University of Delaware, Newark, DE 19726, USA.

出版信息

Int J Environ Res Public Health. 2022 Sep 16;19(18):11717. doi: 10.3390/ijerph191811717.

Abstract

Parks are ideal places for promoting physical activity, which is vital for achieving and sustaining good health. Thus, it is important to develop and provide the best methods for assessing aspects of parks that could influence physical activity. This study examined the use of high-tech video capture for describing park quality. Videos were obtained with a wearable video device (WVD) and an unmanned aerial system (UAS) at 28 and 17 parks, respectively. In-person audits of park attributes were performed using the Physical Activity Readiness Assessment (PARA) instrument while video was simultaneously captured. The PARA provides quality ratings of park attributes that range from poor to good. Kappa statistics were calculated to compare in-person PARA outcomes with PARA outcomes obtained by reviewing the WVD and UAS videos. Substantial and almost-perfect agreements were found between WVD and in-person PARAs on the quality of features and amenities and the severity of incivilities. Agreements between UAS and in-person PARAs on feature and amenity quality and incivility severity were unacceptable (mostly fair and moderate). In conclusion, being able to reliably assess park quality using video provides advantages over in-person assessments (e.g., retrospective analysis). In addition, it sets up the possibility of utilizing computer vision to automate the video analysis process.

摘要

公园是促进身体活动的理想场所,身体活动对于实现和维持良好健康至关重要。因此,开发和提供评估公园可能影响身体活动的各个方面的最佳方法非常重要。本研究考察了使用高科技视频捕捉来描述公园质量。视频分别使用可穿戴视频设备 (WVD) 和无人机系统 (UAS) 在 28 个和 17 个公园中获取。在拍摄视频的同时,使用体能活动准备评估 (PARA) 工具对公园属性进行现场审核。PARA 提供了从差到好的公园属性质量评分。计算了 Kappa 统计数据,以比较现场 PARA 结果与通过查看 WVD 和 UAS 视频获得的 PARA 结果。在特征和便利设施质量以及不文明行为严重程度方面,WVD 与现场 PARAs 之间存在高度一致的几乎完美的一致性。在特征和便利设施质量以及不文明行为严重程度方面,UAS 与现场 PARAs 之间的一致性不可接受(主要是公平和中等)。总之,使用视频能够可靠地评估公园质量,这比现场评估具有优势(例如,回顾性分析)。此外,它为利用计算机视觉自动进行视频分析过程创造了可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ec8/9517251/1c815332e40e/ijerph-19-11717-g001.jpg

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