[HTML][HTML] A review on street view observations in support of the sustainable development goals
With limited time to achieve the 2030 Agenda for Sustainable Development, the world needs
effective, scalable approaches to measure and monitor global progress toward the 17 …
effective, scalable approaches to measure and monitor global progress toward the 17 …
Investigating the influence of streetscape environmental characteristics on pedestrian crashes at intersections using street view images and explainable machine …
H Yue - Accident Analysis & Prevention, 2024 - Elsevier
Examining the relationship between streetscape features and road traffic accidents is pivotal
for enhancing roadway safety. While previous studies have primarily focused on the …
for enhancing roadway safety. While previous studies have primarily focused on the …
How does street environment affect pedestrian crash risks? A link-level analysis using street view image-based pedestrian exposure measurement
Street space plays a critical role in pedestrian safety, but the influence of fine-scale street
environment features has not been sufficiently understood. To analyze the effect of the street …
environment features has not been sufficiently understood. To analyze the effect of the street …
Street view imagery-based built environment auditing tools: a systematic review
The use of street view imagery (SVI) and advanced urban visual intelligence technologies
has revolutionized built environment auditing (BEA) practice, by enabling high-resolution …
has revolutionized built environment auditing (BEA) practice, by enabling high-resolution …
[HTML][HTML] Inferring socioeconomic environment from built environment characteristics based street view images: An approach of Seq2Seq method
The street view image (SVI) and the point of interest (POI) are data sources with different
modalities and representing different urban environments, respectively. These two types of …
modalities and representing different urban environments, respectively. These two types of …
Investigating streetscape environmental characteristics associated with road traffic crashes using street view imagery and computer vision
H Yue - Accident Analysis & Prevention, 2025 - Elsevier
Examining the relationship between streetscape features and road traffic crashes is vital for
enhancing roadway safety. Traditional field surveys are often inefficient and lack …
enhancing roadway safety. Traditional field surveys are often inefficient and lack …
[HTML][HTML] Examining the relationship between active transport and exposure to streetscape diversity during travel: A study using GPS data and street view imagery
Active transport (AT)—physical activity (PA) during travel—can promote human health.
Among built environment factors related to travel research, design refers to the street …
Among built environment factors related to travel research, design refers to the street …
The dynamic-static dual-branch deep neural network for urban speeding hotspot identification using street view image data
The visual information regarding the road environment can influence drivers' perception and
judgment, often resulting in frequent speeding incidents. Identifying speeding hotspots in …
judgment, often resulting in frequent speeding incidents. Identifying speeding hotspots in …
Integrating visual factors in crash rate analysis at Intersections: An AutoML and SHAP approach towards cycling safety
H Xue, P Guo, Y Li, J Ma - Accident Analysis & Prevention, 2024 - Elsevier
Cycling crashes constitute a significant and rising share of traffic accidents. Consequently,
exploring factors affecting cycling safety has become a priority for both governmental bodies …
exploring factors affecting cycling safety has become a priority for both governmental bodies …
[PDF][PDF] Sentinel-2 MSI data for active fire detection in major fire-prone biomes: A multi-criteria approach
ABSTRACT Sentinel-2 MultiSpectral Instrument (MSI) data exhibits the great potential of
enhanced spatial and temporal coverage for monitoring biomass burning which could …
enhanced spatial and temporal coverage for monitoring biomass burning which could …