[HTML][HTML] Street view imagery in urban analytics and GIS: A review

F Biljecki, K Ito - Landscape and Urban Planning, 2021 - Elsevier
Street view imagery has rapidly ascended as an important data source for geospatial data
collection and urban analytics, deriving insights and supporting informed decisions. Such …

[HTML][HTML] A comprehensive framework for evaluating the quality of street view imagery

Y Hou, F Biljecki - International Journal of Applied Earth Observation and …, 2022 - Elsevier
Street view imagery (SVI) is increasingly in competition with traditional remote sensing
sources and assuming its domination in myriads of studies, mainly thanks to the …

Global Streetscapes—A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics

Y Hou, M Quintana, M Khomiakov, W Yap… - ISPRS Journal of …, 2024 - Elsevier
Street view imagery (SVI) is instrumental for sensing urban environments, benefitting
numerous domains such as urban morphology, health, greenery, and accessibility. Billions …

[PDF][PDF] A review of OpenStreetMap data

P Mooney, M Minghini - Mapping and the citizen sensor, 2017 - library.oapen.org
While there is now a considerable variety of sources of Volunteered Geographic Information
(VGI) available, discussion of this domain is often exemplified by and focused around …

Project sidewalk: A web-based crowdsourcing tool for collecting sidewalk accessibility data at scale

M Saha, M Saugstad, HT Maddali, A Zeng… - Proceedings of the …, 2019 - dl.acm.org
We introduce Project Sidewalk, a new web-based tool that enables online crowdworkers to
remotely label pedestrian-related accessibility problems by virtually walking through city …

Assessing the equity and evolution of urban visual perceptual quality with time series street view imagery

Z Wang, K Ito, F Biljecki - Cities, 2024 - Elsevier
The well-being of residents is considerably influenced by the quality of their environment.
However, due to the lack of large-scale quantitative and longitudinal evaluation methods, it …

[HTML][HTML] Sensitivity of measuring the urban form and greenery using street-level imagery: A comparative study of approaches and visual perspectives

F Biljecki, T Zhao, X Liang, Y Hou - International Journal of Applied Earth …, 2023 - Elsevier
Abstract Street View Imagery (SVI) is crucial in estimating indicators such as Sky View Factor
(SVF) and Green View Index (GVI), but (1) approaches and terminology differ across fields …

[HTML][HTML] Investigating the potential of crowdsourced street-level imagery in understanding the spatiotemporal dynamics of cities: A case study of walkability in Inner …

M Wang, J Haworth, H Chen, Y Liu, Z Shi - Cities, 2024 - Elsevier
Cities are complex systems that are constantly changing. This paper explores the
capabilities of using crowdsourced street-level imagery in observing city dynamics. Visual …

A global feature-rich network dataset of cities and dashboard for comprehensive urban analyses

W Yap, F Biljecki - Scientific Data, 2023 - nature.com
Urban network analytics has become an essential tool for understanding and modeling the
intricate complexity of cities. We introduce the Urbanity data repository to nurture this …

Urbanity: automated modelling and analysis of multidimensional networks in cities

W Yap, R Stouffs, F Biljecki - npj Urban Sustainability, 2023 - nature.com
Urban networks play a vital role in connecting multiple urban components and developing
our understanding of cities and urban systems. Despite the significant progress we have …