Road surface monitoring using smartphone sensors: A review
S Sattar, S Li, M Chapman - Sensors, 2018 - mdpi.com
Road surface monitoring is a key factor to providing smooth and safe road infrastructure to
road users. The key to road surface condition monitoring is to detect road surface anomalies …
road users. The key to road surface condition monitoring is to detect road surface anomalies …
An automated machine-learning approach for road pothole detection using smartphone sensor data
Road surface monitoring and maintenance are essential for driving comfort, transport safety
and preserving infrastructure integrity. Traditional road condition monitoring is regularly …
and preserving infrastructure integrity. Traditional road condition monitoring is regularly …
Developing a near real-time road surface anomaly detection approach for road surface monitoring
S Sattar, S Li, M Chapman - Measurement, 2021 - Elsevier
Road surface hazards affect the driving safety and comfort of road users. Recently,
smartphones and mobile devices equipped with motion sensors such as accelerometers …
smartphones and mobile devices equipped with motion sensors such as accelerometers …
A review of intelligent methods for unpaved roads condition assessment
Conventional road condition evaluation is an expensive and time-consuming task. Therefore
data collection from indirect economical methods is desired by road monitoring agencies …
data collection from indirect economical methods is desired by road monitoring agencies …
[HTML][HTML] Revisión de métodos para la clasificación de fallas superficiales en pavimentos flexibles
NX Ríos Cotazo, B Bacca Cortés… - Ciencia e Ingeniería …, 2020 - scielo.org.co
El estado de la infraestructura vial impacta el entorno social, económico y político de una
nación. La evaluación de la condición superficial del pavimento es esencial para planificar …
nación. La evaluación de la condición superficial del pavimento es esencial para planificar …
Vision-and entropy-based detection of distressed areas for integrated pavement condition assessment
GM Hadjidemetriou… - Journal of Computing in …, 2019 - ascelibrary.org
Pavement management systems aim to secure roadways functionality and vehicle
passengers' safety by proposing strategies for pavement assessment and maintenance …
passengers' safety by proposing strategies for pavement assessment and maintenance …
A neural network-based asphalt pavement crack classification model using image processing and random boosted differential flower pollination
This study proposes a novel approach for detecting and recognizing asphalt pavement
cracks. Image processing techniques including discrete Fourier transform (DFT), steerable …
cracks. Image processing techniques including discrete Fourier transform (DFT), steerable …
Dual Stream Meta Learning for Road Surface Classification and Riding Event Detection on Shared Bikes
Road surface condition monitoring and bike riding event detection are crucial in densely
populated cities for travel efficiency and rider safety. However, most current approaches are …
populated cities for travel efficiency and rider safety. However, most current approaches are …
[PDF][PDF] A Comprehensive Evaluation of State-of-the-Art Deep Learning Models for Road Surface Type Classification.
N Hnoohom, S Mekruksavanich… - Intelligent Automation & …, 2023 - researchgate.net
In recent years, as intelligent transportation systems (ITS) such as autonomous driving and
advanced driver-assistance systems have become more popular, there has been a rise in …
advanced driver-assistance systems have become more popular, there has been a rise in …
Dynamic pavement distress image stitching based on fine‐grained feature matching
Camera‐based pavement distress detection plays an important role in pavement
maintenance. Duplicate collections for the same distress and multiple overlaps of defects …
maintenance. Duplicate collections for the same distress and multiple overlaps of defects …