Intelligent pixel‐level detection of multiple distresses and surface design features on asphalt pavements
Simultaneous pixel‐level detection of multiple distresses and surface design features on
complex asphalt pavements is a critical challenge in intelligent pavement survey. This paper …
complex asphalt pavements is a critical challenge in intelligent pavement survey. This paper …
Mobile LiDAR deployment optimization: Towards application for pavement marking stained and Worn detection
Clear and distinctive pavement markings play a critical role in providing traffic information
and avoiding traffic crashes at night and in adverse weather conditions. Periodically …
and avoiding traffic crashes at night and in adverse weather conditions. Periodically …
Framework for machine learning-based pavement marking inspection and Geohash-based monitoring
Pavement markings play a critical role in reducing crashes and improving safety on public
roads. Although inspecting pavement markings at the right moment is essential, it is …
roads. Although inspecting pavement markings at the right moment is essential, it is …
Temporary traffic control device detection for road construction projects using deep learning application
Traffic control devices in road construction zones play important roles, which (1) provide
critical traffic-related information for the drivers,(2) prevent potential crashes near work …
critical traffic-related information for the drivers,(2) prevent potential crashes near work …
Agent-based model of electric vehicle charging demand for long-distance driving in the state of Indiana
Historically the US transportation system has been continuously improved to adopt new
policies and technologies. The transportation vehicle energy transition from fossil fuels to …
policies and technologies. The transportation vehicle energy transition from fossil fuels to …
Efficient approach to automated pavement manhole cover detection with modified faster R-CNN
H Zhang, Z Dong, A He, AA Zhang… - Intelligent …, 2022 - academic.oup.com
At the present time, increasing attention is being paid to the detection of road facilities, such
as manhole covers—an important type of road facility which can have tangible impacts on …
as manhole covers—an important type of road facility which can have tangible impacts on …
Low-Cost Object Detection Models for Traffic Control Devices through Domain Adaption of Geographical Regions
Automated inspection systems utilizing computer vision technology are effective in
managing traffic control devices (TCDs); however, they face challenges due to the limited …
managing traffic control devices (TCDs); however, they face challenges due to the limited …
Intelligent pixel-level pavement marking detection using 2D laser pavement images
Z Dong, H Zhang, AA Zhang, Y Liu, Z Lin, A He, C Ai - Measurement, 2023 - Elsevier
This paper proposes a robust semantic segmentation algorithm named as Marking-DNet to
implement pixel-level recognition of pavement markings. The proposed Marking-DNet …
implement pixel-level recognition of pavement markings. The proposed Marking-DNet …
Automatic detection and assessment of pavement marking defects with street view imagery at the city scale
Pavement markings could wear out before their expected service life expires, causing traffic
safety hazards. However, assessing pavement-marking conditions at the city scale was a …
safety hazards. However, assessing pavement-marking conditions at the city scale was a …
Feasibility of Low-Cost 3D Reconstruction of Small Infrastructure Assets: A Case Study of Fire Hydrants
The fire hydrant is one of the critical infrastructure assets which provide water supply to
firefighters during the outbreak of fires. Preventive maintenance of fire hydrants is necessary …
firefighters during the outbreak of fires. Preventive maintenance of fire hydrants is necessary …