[HTML][HTML] Machine learning algorithms for monitoring pavement performance
S Cano-Ortiz, P Pascual-Muñoz… - Automation in …, 2022 - Elsevier
This work introduces the need to develop competitive, low-cost and applicable technologies
to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms …
to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms …
Vehicle classification in intelligent transport systems: An overview, methods and software perspective
A Gholamhosseinian, J Seitz - IEEE Open Journal of Intelligent …, 2021 - ieeexplore.ieee.org
Vehicle Classification (VC) is a key element of Intelligent Transportation Systems (ITS).
Diverse ranges of ITS applications like security systems, surveillance frameworks, fleet …
Diverse ranges of ITS applications like security systems, surveillance frameworks, fleet …
Intelligent traffic monitoring systems for vehicle classification: A survey
M Won - IEEE Access, 2020 - ieeexplore.ieee.org
A traffic monitoring system is an integral part of Intelligent Transportation Systems (ITS). It is
one of the critical transportation infrastructures that transportation agencies invest a huge …
one of the critical transportation infrastructures that transportation agencies invest a huge …
A review on vehicle classification and potential use of smart vehicle-assisted techniques
Vehicle classification (VC) is an underlying approach in an intelligent transportation system
and is widely used in various applications like the monitoring of traffic flow, automated …
and is widely used in various applications like the monitoring of traffic flow, automated …
Machine learning applications in optical fiber sensing: A research agenda
The constant monitoring and control of various health, infrastructure, and natural factors
have led to the design and development of technological devices in a wide range of fields …
have led to the design and development of technological devices in a wide range of fields …
Review of IoT sensor systems used for monitoring the road infrastructure
K Micko, P Papcun, I Zolotova - Sensors, 2023 - mdpi.com
An intelligent transportation system is one of the fundamental goals of the smart city concept.
The Internet of Things (IoT) concept is a basic instrument to digitalize and automatize the …
The Internet of Things (IoT) concept is a basic instrument to digitalize and automatize the …
The channel as a traffic sensor: Vehicle detection and classification based on radio fingerprinting
Ubiquitously deployed Internet of Things (IoT)-based automatic vehicle classification
systems will catalyze data-driven traffic flow optimization in future smart cities and will …
systems will catalyze data-driven traffic flow optimization in future smart cities and will …
FBG based optical weight measurement system and its performance enhancement using machine learning
Industrial weight measurement is essential to monitoring and optimizing the quality and
production cost. Fiber Bragg gratings (FBGs) are among the most widely used fiber optic …
production cost. Fiber Bragg gratings (FBGs) are among the most widely used fiber optic …
Deep learning based vehicle detection and classification methodology using strain sensors under bridge deck
Vehicle detection and classification have become important tasks for traffic monitoring,
transportation management and pavement evaluation. Nowadays there are sensors to …
transportation management and pavement evaluation. Nowadays there are sensors to …
Cnn with new spatial pyramid pooling and advanced filter-based techniques: revolutionizing traffic monitoring via aerial images
The escalation in vehicular traffic, in conjunction with global population growth, has
precipitated heightened road congestion, augmented air pollution, and a rise in vehicular …
precipitated heightened road congestion, augmented air pollution, and a rise in vehicular …