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Detection and classification of vehicles

IEEE Transactions on Intelligent Transportation Systems, 2002
This paper presents algorithms for vision-based detection and classification of vehicles in monocular image sequences of traffic scenes recorded by a stationary camera. Processing is done at three levels: raw images, region level, and vehicle level. Vehicles are modeled as rectangular patches with certain dynamic behavior.
Surendra Gupte   +3 more
openaire   +1 more source

Vehicle classification and counting system

2014 International Conference on Audio, Language and Image Processing, 2014
Vehicle classification and counting play an important role in the intelligent transportation system, as they may serve to improve traffic congestion and safety problems. Therefore, this study has developed a real-time and vision-based vehicle classification and counting system.
Chun-Yu Chen   +2 more
openaire   +1 more source

Vehicle classification and lane categorization

2016 International Conference on Computer, Control, Informatics and its Applications (IC3INA), 2016
This research was carried out in order to use image processing techniques to detect, track, classify, and count vehicles in a real-time traffic video. Additionally this research also focuses on occlusion detection and handling, which involves detecting and handling the states when one vehicle superimposes the other or when two superimposed vehicles ...
Shashank Ramesh, Vikas Upadhyaya
openaire   +1 more source

Vehicle Trajectory Approximation and Classification

Procedings of the British Machine Vision Conference 1998, 1998
We present a variational technique for finding low curvature smooth approximations to trajectories in the plane. The method is applied to short segments of a vehicle trajectory in a known ground plane. Estimates of the speed and steering angle are obtained for each segment and the motion during the segment is assigned to one of the four classes: ahead,
Roberto Fraile, Stephen J. Maybank
openaire   +1 more source

Vehicle Classification with Deep Learning

2019 IEEE 4th International Conference on Computer and Communication Systems (ICCCS), 2019
Nowadays, there are many traffic surveillance systems which are installed in almost every city to record events and traffic. The surveillance system is used for various objectives, e.g. vehicles searching and real-time traffic monitoring, etc. For the searching purpose, the system can be used by policeman such as outlaw’s vehicle identification in ...
Watcharin Maungmai, Chaiwat Nuthong
openaire   +1 more source

Vehicle Detection and Classification: A Review

2020
Smart traffic and information systems require the collection of traffic data from respective sensors for regulation of traffic. In this regard, surveillance cameras have been installed in monitoring and control of traffic in the last few years. Several studies are carried out in video surveillance technologies using image processing techniques for ...
V. Keerthi Kiran   +2 more
openaire   +1 more source

Challenges in Vehicle Classification

CICTP 2012, 2012
Many transportation agencies are now focusing more on vehicle classification data collection in an effort to meet increasing information needs for their intelligent transportation system, traffic design and transportation analysis programs. Applications and issues of vehicle classification detection are discussed with emphasis on the increasing needs ...
Xin Yu   +2 more
openaire   +1 more source

A classification of attacks to In-Vehicle Components (IVCs)

Vehicular Communications, 2020
Abstract The rapid adoption of technology for the purpose of connecting all things to a global network can be witnessed in those ranging from simple applications, such as toasters, to more complex ones, such as vehicles. In particular, the connected vehicles which have emerged from this adoption utilize various sensors and external connections to ...
Joey Sun   +3 more
openaire   +1 more source

System for Vehicles Classification and Emergency Vehicles Detection

IFAC Proceedings Volumes, 2012
The rapid increase in the number of cars in cities puts increased demands on transport infrastructure. The main tools that allow existing transport infrastructure to cope with this situation are: adaptive control of intersections, real-time information system on availability of roads and parking support system.
openaire   +1 more source

Ground Vehicle Detection and Classification by an Unmanned Aerial Vehicle

2015 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium on Robotics (LARS-SBR), 2015
Rotary-wing unmanned aerial vehicles (UAV) are being widely used in different applications due to its several features, such as mobility, lightweight, embedded processing and capability of flying in different height levels. Among the possible applications they are used in surveillance tasks, agriculture environments monitoring, power lines inspections ...
Raphael Montanari   +3 more
openaire   +1 more source

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