Subjective or objective measures of street environment, which are more effective in explaining housing prices?
Houses with better street design are found to relate to a price premium. Prior studies mainly
present the street quality using objective indicators like tree counts and distance to parks …
present the street quality using objective indicators like tree counts and distance to parks …
Subjective and objective measures of streetscape perceptions: Relationships with property value in Shanghai
Recently, housing prices studies emerged to use street view imagery to infer the marginal
price of streetscape using hedonic price models (HPM). Within this trend, most studies took …
price of streetscape using hedonic price models (HPM). Within this trend, most studies took …
Associations between street-view perceptions and housing prices: Subjective vs. objective measures using computer vision and machine learning techniques
This study investigated the extent to which subjectively and objectively measured street-
level perceptions complement or conflict with each other in explaining property value. Street …
level perceptions complement or conflict with each other in explaining property value. Street …
The visual quality of streets: A human-centred continuous measurement based on machine learning algorithms and street view images
This study proposes a workable approach for quantitatively measuring the perceptual-based
visual quality of streets, which has often relied on subjective impressions or feelings. With …
visual quality of streets, which has often relied on subjective impressions or feelings. With …
Associations between the quality of street space and the attributes of the built environment using large volumes of street view pictures
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 …
discover associations between the quality of street space and built environment attributes …
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 …
vibrancy, there is still no consensus on how to quantitatively measure it for a large scale …
Do street-level scene perceptions affect housing prices in Chinese megacities? An analysis using open access datasets and deep learning
X Fu, T Jia, X Zhang, S Li, Y Zhang - PloS one, 2019 - journals.plos.org
Many studies have explored the relationship between housing prices and environmental
characteristics using the hedonic price model (HPM). However, few studies have deeply …
characteristics using the hedonic price model (HPM). However, few studies have deeply …
Measuring human perceptions of a large-scale urban region using machine learning
Measuring the human sense of place and quantifying the connections among the visual
features of the built environment that impact the human sense of place have long been of …
features of the built environment that impact the human sense of place have long been of …
[HTML][HTML] Predicting perceptions of the built environment using GIS, satellite and street view image approaches
A Larkin, X Gu, L Chen, P Hystad - Landscape and Urban Planning, 2021 - Elsevier
Background High quality built environments are important for human health and wellbeing.
Numerous studies have characterized built environment physical features and …
Numerous studies have characterized built environment physical features and …
[HTML][HTML] Measuring residents' perceptions of city streets to inform better street planning through deep learning and space syntax
L Wang, X Han, J He, T Jung - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
The quality of street space plays an important role in promoting urban development. Street
space refers to public spaces consisting of street elements such as plant, roads and …
space refers to public spaces consisting of street elements such as plant, roads and …