[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 …

Towards human-centric digital twins: Leveraging computer vision and graph models to predict outdoor comfort

P Liu, T Zhao, J Luo, B Lei, M Frei, C Miller… - Sustainable Cities and …, 2023 - Elsevier
Conventional sidewalk studies focused on quantitative analysis of sidewalk walkability at a
large scale which cannot capture the dynamic interactions between the environment and …

Sensing urban soundscapes from street view imagery

T Zhao, X Liang, W Tu, Z Huang, F Biljecki - Computers, Environment and …, 2023 - Elsevier
A healthy acoustic environment is an essential component of sustainable cities. Various
noise monitoring and simulation techniques have been developed to measure and evaluate …

Spatial memory-augmented visual navigation based on hierarchical deep reinforcement learning in unknown environments

S **, X Wang, Q Meng - Knowledge-Based Systems, 2024 - Elsevier
Visual navigation in unknown environments poses significant challenges due to the
presence of many obstacles and low-texture scenes. These factors may cause frequent …

Integrating planar and vertical environmental features for modelling land surface temperature based on street view images and land cover data

X Wei, F Guan, X Zhang, N Van de Weghe… - Building and …, 2023 - Elsevier
With ongoing urbanization, high temperatures occur more frequently in urban environments.
The urban heat island (UHI) effect has serious impacts on people's living environment and …

[HTML][HTML] The influence of visual landscapes on road traffic safety: An assessment using remote sensing and deep learning

L Liu, Z Gao, P Luo, W Duan, M Hu… - Remote Sensing, 2023 - mdpi.com
Rapid global economic development, population growth, and increased motorization have
resulted in significant issues in urban traffic safety. This study explores the intrinsic …

Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation

F Guan, Z Fang, X Zhang, H Zhong, J Zhang… - … Environment and Urban …, 2023 - Elsevier
The complexity of urban physical environments at road intersections is a primary factor
characterizing the difficulty of wayfinding, which is a fundamental spatial activity of human …

Putting ChatGPT vision (GPT-4V) to the test: risk perception in traffic images

T Driessen, D Dodou… - Royal Society open …, 2024 - royalsocietypublishing.org
Vision-language models are of interest in various domains, including automated driving,
where computer vision techniques can accurately detect road users, but where the vehicle …