Vehicle classification in intelligent transport systems: An overview, methods and software perspective
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 …
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 …
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 …
Fine-grained vehicle classification with channel max pooling modified CNNs
Convolutional neural networks (CNNs) have recently shown excellent performance on the
task of fine-grained vehicle classification, where the motivation is to identify the fine-grained …
task of fine-grained vehicle classification, where the motivation is to identify the fine-grained …
Dual cross-entropy loss for small-sample fine-grained vehicle classification
Fine-grained vehicle classification is a challenging topic in computer vision due to the high
intraclass variance and low interclass variance. Recently, considerable progress has been …
intraclass variance and low interclass variance. Recently, considerable progress has been …
Analysis, optimization, and demonstration of a vehicular detection system intended for dynamic wireless charging applications
To overcome the range limitation associated with electric vehicles (EVs), the emerging
technology of dynamic wireless power transfer (DWPT) can be employed. Electrified road …
technology of dynamic wireless power transfer (DWPT) can be employed. Electrified road …
Automatic vehicle classification using roadside LiDAR data
This research presented a new approach for vehicle classification using roadside LiDAR
sensor. Six features (one feature, object height profile, contains 10 sub-features) extracted …
sensor. Six features (one feature, object height profile, contains 10 sub-features) extracted …
A multiple inductive loop vehicle detection system for heterogeneous and lane-less traffic
This paper presents a novel inductive loop sensor that can detect vehicles under a
heterogeneous and less-lane-disciplined traffic and thus can be used to support a traffic …
heterogeneous and less-lane-disciplined traffic and thus can be used to support a traffic …
Review of IoT sensor systems used for monitoring the road infrastructure
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 …
Integration of Weigh-in-Motion (WIM) and inductive signature data for truck body classification
Transportation agencies tasked with forecasting freight movements, creating and evaluating
policy to mitigate transportation impacts on infrastructure and air quality, and furnishing the …
policy to mitigate transportation impacts on infrastructure and air quality, and furnishing the …