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 …

A review on vehicle classification and potential use of smart vehicle-assisted techniques

H Shokravi, H Shokravi, N Bakhary, M Heidarrezaei… - Sensors, 2020 - mdpi.com
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 …

A new fractal series expansion based enhancement model for license plate recognition

PN Chowdhury, P Shivakumara, HA Jalab… - Signal Processing …, 2020 - Elsevier
License plate recognition is an emerging topic for real-time applications in smart city
development because of automatic systems for toll fee-paying, traffic controlling, and vehicle …

A cascaded deep convolutional network for vehicle logo recognition from frontal and rear images of vehicles

Y Yu, H Guan, D Li, C Yu - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Vehicle logo recognition provides an important supplement to vehicle make and model
analysis. Some of the existing vehicle logo recognition methods depend on the detection of …

Convolutional neural networks for on-board cloud screening

S Ghassemi, E Magli - Remote Sensing, 2019 - mdpi.com
A cloud screening unit on a satellite platform for Earth observation can play an important role
in optimizing communication resources by selecting images with interesting content while …

A new comparison framework to survey neural networks‐based vehicle detection and classification approaches

S Hashemi, H Emami… - International Journal of …, 2021 - Wiley Online Library
The vehicle detection and classification (VDC) problem has received much attention recently
due to the increased security threats and the need to develop intelligent transportation …

Embedding pose information for multiview vehicle model recognition

Y Yu, H Liu, Y Fu, W Jia, J Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Vehicle model recognition is a typical fine-grained classification task that has a wide range
of application prospects in safe cities and constitutes a research hotspot in the field of …

Vehicle detection based on visual attention mechanism and adaboost cascade classifier in intelligent transportation systems

X Chen, L Liu, Y Deng, X Kong - Optical and Quantum Electronics, 2019 - Springer
Robust and efficient vehicle detection is an essential task in intelligent transportation
systems (ITS). Unfortunately, due to a great diversity of vehicle profiles and outdoor …

An approach to improving sound-based vehicle speed estimation

N Bulatović, S Djukanović - 2022 IEEE Zooming Innovation in …, 2022 - ieeexplore.ieee.org
We consider improving the performance of a recently proposed sound-based vehicle speed
estimation method. In the original method, an intermediate feature, referred to as the …

Coarse-to-Fine Context Aggregation Network for Vehicle Make and Model Recognition

SH Tan, JH Chuah, CO Chow, J Kanesan - IEEE Access, 2023 - ieeexplore.ieee.org
Vehicle Make and Model Recognition (VMMR) is one of the fundamental elements in
Intelligent Transportation System (ITS) that becomes the enabler for plenty of downstream …