Public open space (POS) is essential to urban areas. Assessing them usually requires
tedious approaches such as fieldwork and manual processes. Street View Imagery (SVI) …

The walkability of urban streets (WoUS) benefits public health and urban livability, but there
is still no consensus on the quantitative and comprehensive evaluation of walkability …

Small public spaces are important for citizens to live and socialize with a high utilization rate.
The vitality of small public space plays an important role in evaluating space quality and …

Measuring perceptions of visual walkability in urban streets and exploring the associations
between the visual features of the street built environment that make walking attractive to …

The extraction and integration of building facade data are necessary for the development of
information infrastructure for urban environments. However, existing methods for parsing …

Gathering knowledge about physical settings and visual information of places has long been
of interest to a wide variety of fields as they affect the experience of observers. Previous …

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 …

Recreation satisfaction has been a significant contributor to an individual's health. However,
studies on the relationship between the built environment and recreation satisfaction are …

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 …

Urban vitality is a major indicator used for evaluating the sustainability and attractiveness of
an urban environment. Global experience indicates that urban vitality can be stimulated …