[HTML][HTML] Impacts of perceived safety and beauty of park environments on time spent in parks: Examining the potential of street view imagery and phone-based GPS …
Much research shows that urban parks can benefit human health. Research has shown that
perceptions of park environments are an important determinant of park usage. Most …
perceptions of park environments are an important determinant of park usage. Most …
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] Measuring residents' perceptions of city streets to inform better street planning through deep learning and space syntax
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 …
Measuring human perceptions of streetscapes to better inform urban renewal: A perspective of scene semantic parsing
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 …
traits of the built environment. However, few prior studies currently link this theoretical …
Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
The United States spends more than $250 million each year on the American Community
Survey (ACS), a labor-intensive door-to-door study that measures statistics relating to race …
Survey (ACS), a labor-intensive door-to-door study that measures statistics relating to race …
Using street view images to examine the association between human perceptions of locale and urban vitality in Shenzhen, China
There is a high correlation between the physical environment, human perception, and urban
vitality. However, fine-scale variations in urban vitality are complex, and human perceptions …
vitality. However, fine-scale variations in urban vitality are complex, and human perceptions …
A human-machine adversarial scoring framework for urban perception assessment using street-view images
Though global-coverage urban perception datasets have been recently created using
machine learning, their efficacy in accurately assessing local urban perceptions for other …
machine learning, their efficacy in accurately assessing local urban perceptions for other …
Desirable streets: Using deviations in pedestrian trajectories to measure the value of the built environment
The experience of walking through a city is influenced by amenities and the visual qualities
of its built environment. This paper uses thousands of pedestrian trajectories obtained from …
of its built environment. This paper uses thousands of pedestrian trajectories obtained from …
Computer vision uncovers predictors of physical urban change
Which neighborhoods experience physical improvements? In this paper, we introduce a
computer vision method to measure changes in the physical appearances of neighborhoods …
computer vision method to measure changes in the physical appearances of neighborhoods …