[HTML][HTML] Street view imagery in urban analytics and GIS: A review
Street view imagery has rapidly ascended as an important data source for geospatial data
collection and urban analytics, deriving insights and supporting informed decisions. Such …
collection and urban analytics, deriving insights and supporting informed decisions. Such …
[HTML][HTML] Sensitivity of measuring the urban form and greenery using street-level imagery: A comparative study of approaches and visual perspectives
Abstract Street View Imagery (SVI) is crucial in estimating indicators such as Sky View Factor
(SVF) and Green View Index (GVI), but (1) approaches and terminology differ across fields …
(SVF) and Green View Index (GVI), but (1) approaches and terminology differ across fields …
Measuring perceived psychological stress in urban built environments using Google Street View and deep learning
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 …
Correspondingly, a poor design can lead to psychological stress, which can be harmful to …
Panoramic street-level imagery in data-driven urban research: A comprehensive global review of applications, techniques, and practical considerations
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 …
imagery platforms including Apple Look Around, Bing StreetSide, Baidu Total View, Tencent …
Building usage prediction in complex urban scenes by fusing text and facade features from street view images using deep learning
SP Ramalingam, V Kumar - Building and Environment, 2025 - Elsevier
Building usage maps are inputs to many urban planning applications, however, the existing
methods and the available data have limitations in generating instance-level high-resolution …
methods and the available data have limitations in generating instance-level high-resolution …
The relation between green visual index and visual comfort in Qingdao coastal streets
D Sun, X Ji, W Gao, F Zhou, Y Yu, Y Meng, M Yang… - Buildings, 2023 - mdpi.com
The public's mental health is obviously impacted by the perception of green quantity in
urban streets. As one of the important urban spatial indicators, the Green View Index (GVI) …
urban streets. As one of the important urban spatial indicators, the Green View Index (GVI) …
[HTML][HTML] Urban Perception Evaluation and Street Refinement Governance Supported by Street View Visual Elements Analysis
F Tang, P Zeng, L Wang, L Zhang, W Xu - Remote Sensing, 2024 - mdpi.com
As street imagery and big data techniques evolve, opportunities for refined urban
governance emerge. This study delves into effective methods for urban perception …
governance emerge. This study delves into effective methods for urban perception …
Urban architectural style recognition and dataset construction method under deep learning of street view images: A case study of Wuhan
H Xu, H Sun, L Wang, X Yu, T Li - ISPRS International Journal of Geo …, 2023 - mdpi.com
The visual quality and spatial distribution of architectural styles represent a city's image,
influence inhabitants' living conditions, and may have positive or negative social …
influence inhabitants' living conditions, and may have positive or negative social …
Measuring the perceptual features of coastal streets: a case study in Qingdao, China
M Lyu, Y Meng, W Gao, Y Yu, X Ji, Q Li… - Environmental …, 2022 - iopscience.iop.org
The coastal streets are the most attractive urban space, improving spatial quality and public
perception of coastal streets is an important work of urban regeneration. The study used …
perception of coastal streets is an important work of urban regeneration. The study used …
Assessing the effects of subjective and objective measures on housing prices with street view imagery: A case study of Suzhou
J Zhu, Y Gong, C Liu, J Du, C Song, J Chen, T Pei - Land, 2023 - mdpi.com
The price of a house is affected by both the subjective and objective factors of the street
environment in a neighborhood. However, the relationships between these factors and …
environment in a neighborhood. However, the relationships between these factors and …