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[HTML][HTML] Sensitivity of measuring the urban form and greenery using street-level imagery: A comparative study of approaches and visual perspectives
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 …
(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
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 …
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
Street view imagery (SVI) is instrumental for sensing urban environments, benefitting
numerous domains such as urban morphology, health, greenery, and accessibility. Billions …
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
Conventional sidewalk studies focused on quantitative analysis of sidewalk walkability at a
large scale which cannot capture the dynamic interactions between the environment and …
large scale which cannot capture the dynamic interactions between the environment and …
Sensing urban soundscapes from street view imagery
A healthy acoustic environment is an essential component of sustainable cities. Various
noise monitoring and simulation techniques have been developed to measure and evaluate …
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
Visual navigation in unknown environments poses significant challenges due to the
presence of many obstacles and low-texture scenes. These factors may cause frequent …
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
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 …
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 …
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
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 …
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
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 …
where computer vision techniques can accurately detect road users, but where the vehicle …