Panoramic street-level imagery in data-driven urban research: A comprehensive global review of applications, techniques, and practical considerations

J Cinnamon, L Jahiu - ISPRS international journal of geo-information, 2021 - mdpi.com
The release of Google Street View in 2007 inspired several new panoramic street-level
imagery platforms including Apple Look Around, Bing StreetSide, Baidu Total View, Tencent …

Measuring human perceptions of streetscapes to better inform urban renewal: A perspective of scene semantic parsing

X Ma, C Ma, C Wu, Y Xi, R Yang, N Peng, C Zhang… - Cities, 2021 - Elsevier
Ubiquitous and up-to-date geotagged data are increasingly employed to uncover the visual
traits of the built environment. However, few prior studies currently link this theoretical …

Using Google Street View to investigate the association between street greenery and physical activity

Y Lu - Landscape and Urban Planning, 2019 - Elsevier
Urban greenspaces have been demonstrated to have associations with physical activity and
health. Yet empirical studies have almost exclusively focused on parks rather than street …

Measuring daily accessed street greenery: A human-scale approach for informing better urban planning practices

Y Ye, D Richards, Y Lu, X Song, Y Zhuang… - Landscape and Urban …, 2019 - Elsevier
The public benefits of visible street greenery have been well recognised in a growing
literature. Nevertheless, this issue was rare to be included into urban greenery and planning …

Measuring visual quality of street space and its temporal variation: Methodology and its application in the Hutong area in Beijing

J Tang, Y Long - Landscape and Urban Planning, 2019 - Elsevier
Although it is widely known that quality of street space plays a vital role in promoting urban
vibrancy, there is still no consensus on how to quantitatively measure it for a large scale …

Multiscale analysis of the influence of street built environment on crime occurrence using street-view images

HE Zhanjun, Z Wang, Z Xie, L Wu, Z Chen - Computers, Environment and …, 2022 - Elsevier
Assessing the effect of street built environment on crime occurrence is a hot research subject
in environmental criminology, which also plays an important role in crime prevention or even …

Comparing conventional manual measurement of the green view index with modern automatic methods using google street view and semantic segmentation

T Aikoh, R Homma, Y Abe - Urban Forestry & Urban Greening, 2023 - Elsevier
Urban greenery has various beneficial effects, such as engendering peace of mind. The
green view index (GVI) effectively measures the amount of greenery people can perceive …

Mapping trees along urban street networks with deep learning and street-level imagery

S Lumnitz, T Devisscher, JR Mayaud, V Radic… - ISPRS Journal of …, 2021 - Elsevier
Planning and managing urban forests for livable cities remains a challenge worldwide
owing to sparse information on the spatial distribution, structure and composition of urban …

Measuring perceived psychological stress in urban built environments using Google Street View and deep learning

X Han, L Wang, SH Seo, J He, T Jung - Frontiers in public health, 2022 - frontiersin.org
An urban built environment is an important part of the daily lives of urban residents.
Correspondingly, a poor design can lead to psychological stress, which can be harmful to …

Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures

S Li, S Ma, D Tong, Z Jia, P Li… - … and Planning B: Urban …, 2022 - journals.sagepub.com
In this study, we focus on the quality of street space which has attracted high attentions. We
discover associations between the quality of street space and built environment attributes …