[HTML][HTML] Computer vision applications for urban planning: A systematic review of opportunities and constraints
Computer vision (CV) technology, a key subset of artificial intelligence, provides powerful
tools for extracting valuable insights from visual data, which is a crucial component for the …
tools for extracting valuable insights from visual data, which is a crucial component for the …
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 …
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 …
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 …
Drivers or pedestrians, whose dynamic perceptions are more effective to explain street vitality? A case study in Guangzhou
As an important indicator of urban development capacity, vitality can be affected by the
human perception of street views, which is a dynamic sensory process that can differ greatly …
human perception of street views, which is a dynamic sensory process that can differ greatly …
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 …
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 …
Investigating the impact of perceived micro-level neighborhood characteristics on housing prices in Shanghai
It is widely accepted that houses in better-designed neighborhoods are found to enjoy a
price premium. Prior studies have mainly examined the impact of macro-level neighborhood …
price premium. Prior studies have mainly examined the impact of macro-level neighborhood …
The Role of Subjective Perceptions and Objective Measurements of the Urban Environment in Explaining House Prices in Greater London: A Multi-Scale Urban …
House prices have long been closely related to the built environment of cities, yet whether
the subjective perception (SP) of these environments has a differing effect on prices at …
the subjective perception (SP) of these environments has a differing effect on prices at …
Examine an Intelligence Education Framework of Landscape Architecture (EFLA) Based on Network Model of Technology in Landscape Architecture (NMTLA)
The discipline of Landscape Architecture (LA) is currently expanding its disciplinary
boundary. The supporting Technology in LA (TLA) is always evolving and optimized to solve …
boundary. The supporting Technology in LA (TLA) is always evolving and optimized to solve …