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Understanding urban perception with visual data: A systematic review
Visual characteristics of the built environment affect how people perceive and experience
cities. For a long time, many studies have examined visual perception in cities. Such efforts …
cities. For a long time, many studies have examined visual perception in cities. Such efforts …
Towards human-centric digital twins: Leveraging computer vision and graph models to predict outdoor comfort
Conventional sidewalk studies focused on quantitative analysis of sidewalk walkability at a
large scale which cannot capture the dynamic interactions between the environment and …
large scale which cannot capture the dynamic interactions between the environment and …
Integrating restorative perception into urban street planning: A framework using street view images, deep learning, and space syntax
Existing urban street planning often neglects human perception despite being designed for
human utility. Therefore, exploring the relationship between urban street planning and …
human utility. Therefore, exploring the relationship between urban street planning and …
[HTML][HTML] Measuring cyclists' subjective perceptions of the street riding environment using K-means SMOTE-RF model and street view imagery
Q Zeng, Z Gong, S Wu, C Zhuang, S Li - International Journal of Applied …, 2024 - Elsevier
Cyclists' willingness to ride is usually influenced by their subjective perception of the street
riding environment. Measuring this perception is crucial for enhancing residents' willingness …
riding environment. Measuring this perception is crucial for enhancing residents' willingness …
From intangible to tangible: The role of big data and machine learning in walkability studies
Walkability reflects the well-being of a city, and its measurement is evolving rapidly due to
advancements of big data and machine learning technologies. The study examines the …
advancements of big data and machine learning technologies. The study examines the …
[HTML][HTML] Understanding the nonlinear effects of the street canyon characteristics on human perceptions with street view images
J Xu, Q **ong, Y **g, L **ng, R An, Z Tong, Y Liu… - Ecological …, 2023 - Elsevier
Human perceptions represent the psychological experiences and feelings of individuals
toward the surrounding environment. It is influenced by various physical elements (eg, sky …
toward the surrounding environment. It is influenced by various physical elements (eg, sky …
Measuring the age-friendliness of streets' walking environment using multi-source big data: A case study in Shanghai, China
The rapidly aging population demands more public and academic attention to both the
physical and psychological needs of older adults. Walking is one of the most favored forms …
physical and psychological needs of older adults. Walking is one of the most favored forms …
Translating street view imagery to correct perspectives to enhance bikeability and walkability studies
Street view imagery (SVI), an emerging geospatial dataset, is useful for evaluating active
transportation infrastructure, but it faces potential biases from its vehicle-based capture …
transportation infrastructure, but it faces potential biases from its vehicle-based capture …
Sensing noise exposure and its inequality based on noise complaint data through vision-language hybrid method
This study seeks to reveal urban noise exposure patterns and inequalities using noise
complaint data and vision-language hybrid method. By applying a natural language …
complaint data and vision-language hybrid method. By applying a natural language …
A bibliometrics analysis related to the built environment and walking
C Fang, R Homma, T Qiu - Sustainability, 2024 - mdpi.com
The built environment and walking are hot topics in human settlement environment and
health. It is essential for both built environment and walking research to clarify the …
health. It is essential for both built environment and walking research to clarify the …