Computer vision technology for monitoring of indoor and outdoor environments and HVAC equipment: a review

B Yang, S Yang, X Zhu, M Qi, H Li, Z Lv, X Cheng… - Sensors, 2023 - mdpi.com
Artificial intelligence technologies such as computer vision (CV), machine learning, Internet
of Things (IoT), and robotics have advanced rapidly in recent years. The new technologies …

Design and implementation of an ML and IoT based adaptive traffic-management system for smart cities

UK Lilhore, AL Imoize, CT Li, S Simaiya, SK Pani… - Sensors, 2022 - mdpi.com
The rapid growth in the number of vehicles has led to traffic congestion, pollution, and
delays in logistic transportation in metropolitan areas. IoT has been an emerging innovation …

[HTML][HTML] Digitizing and inventorying traffic control infrastructures: A review of practices

M Li, X Li, D Wu, L Zou, X Huang - Transportation research interdisciplinary …, 2023 - Elsevier
Transportation planning, management, and operation rely heavily on effective road asset
management. As a crucial component of road assets, traffic control infrastructures (TCIs) …

An examination of the spatial coverage and temporal variability of Google Street View (GSV) images in small-and medium-sized cities: A people-based approach

J Kim, KM Jang - Computers, Environment and Urban Systems, 2023 - Elsevier
We conduct a methodological investigation of the spatial coverage and temporal variability
of Google Street View (GSV) images adopting a people-based approach. Specifically, we …

Examining the socio-spatial patterns of bus shelters with deep learning analysis of street-view images: A case study of 20 cities in the US

J Kim, J Park, J Lee, KM Jang - Cities, 2024 - Elsevier
Previous studies on public transit in cities found the positive role of bus shelters in promoting
bus ridership. However, a large-scale and comparative investigation of bus shelter status …

The role of privacy concerns, perceived benefits, and trust in citizens' acceptance of street-view image collection by local planning agencies

J Kim, D Kim, B David-John - Cities, 2024 - Elsevier
Street-view images are essential data sources for advanced urban analytics. Most of the
street-view images that researchers utilize are commercial street views, which can be …

Advancing Urban Life: A Systematic Review of Emerging Technologies and Artificial Intelligence in Urban Design and Planning

W He, M Chen - Buildings, 2024 - mdpi.com
The advancement of cutting-edge technologies significantly transforms urban lifestyles and
is indispensable in sustainable urban design and planning. This systematic review focuses …

Using computer vision and street view images to assess bus stop amenities

Y Dai, L Liu, K Wang, M Li, X Yan - Computers, Environment and Urban …, 2025 - Elsevier
The assessment of bus stop amenities is important for providing fundamental data for public
transit research, planning, and infrastructure enhancements. So far, public data on the …

[HTML][HTML] How do people perceive driving risks in small towns? A case study in Central Texas

X Li, G Rybarczyk, W Li, M Usman, J Bian… - Accident Analysis & …, 2023 - Elsevier
The number of studies investigating the relationship between perceived and objective traffic
risk from drivers' perspective is limited. This study aims to investigate this dynamic within an …

Estimation of urban housing vacancy based on daytime housing exterior images—A case study of Guangzhou in China

X Yue, Y Wang, Y Zhao, H Zhang - ISPRS International Journal of Geo …, 2022 - mdpi.com
The traditional methods of estimating housing vacancies rarely use daytime housing exterior
images to estimate housing vacancy rates (HVR). In view of this, this study proposed the …