[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] 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 …

Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image

Y Zhang, P Liu, F Biljecki - ISPRS Journal of Photogrammetry and Remote …, 2023 - Elsevier
With the rise of GeoAI research, streetscape imagery has received extensive attention due to
its comprehensive coverage, abundant information, and accessibility. However, obtaining a …

[HTML][HTML] Accessing eye-level greenness visibility from open-source street view images: A methodological development and implementation in multi-city and multi …

IAV Sánchez, SM Labib - Sustainable cities and society, 2024 - Elsevier
The urban natural environment provides numerous benefits, including augmenting the
aesthetic appeal of urban landscapes and improving mental well-being. While diverse …

[HTML][HTML] Migratable urban street scene sensing method based on vision language pre-trained model

Y Zhang, F Zhang, N Chen - … Journal of Applied Earth Observation and …, 2022 - Elsevier
We propose a geographically reproducible approach to urban scene sensing based on
large-scale pre-trained models. With the rise of GeoAI research, many high-quality urban …

Understanding the aesthetic perceptions and image impressions experienced by tourists walking along tourism trails through continuous cityscapes in Macau

L Zhou, Y Li, J Cheng, Y Qin, G Shen, B Li… - Journal of Transport …, 2023 - Elsevier
A destination attracts tourists not only by its aesthetically well-designed and functionally well-
maintained urban scenes but also by its image and sense of place. Using Macau as a case …

Spatial-temporal patterns and influencing factors of the Building Green View Index: A new approach for quantifying 3D urban greenery visibility

L Qi, Y Hu, R Bu, Z ** the urban environment
Z Fan, CC Feng, F Biljecki - Computers, Environment and Urban Systems, 2025 - Elsevier
Abstract Street View Imagery (SVI) has emerged as a valuable data form in urban studies,
enabling new ways to map and sense urban environments. However, fundamental concerns …

[HTML][HTML] Enhancing climate adaptation: Integrating place-based risk perceptions and coastalscape values using Q+ PPGIS

MS Johnson, VM Adams, J Byrne - Landscape and Urban Planning, 2024 - Elsevier
Effective climate change adaptation planning requires evaluating the interplay of physical
landscape characteristics and community perceptions of places. Geographic information …