Empowering vehicle tracking in a cluttered environment with adaptive cellular automata suitable to intelligent transportation systems
Sign Up to like & getrecommendations! Published in 2017 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2015.0253
Abstract: Detecting and tracking moving vehicles in actual traffic scenes is an embryonic investigation field for smart transportation systems. This study presents the computational paradigm of fuzzy cellular automata (FCA) to manage the sensitive to environmental… read more here.
Keywords: transportation systems; vehicle tracking; vehicle; cellular automata ... See more keywords
Particle filter‐based vehicle tracking via HOG features after image stabilisation in intelligent drive system
Sign Up to like & getrecommendations! Published in 2018 at "IET Intelligent Transport Systems"
DOI: 10.1049/iet-its.2018.5334
Abstract: Tracking vehicles automatically are of great importance in the intelligent transportation systems to guarantee the traffic safety, especially for the self-driving technique. To solve the problem of the tiny jitter of the camera due to… read more here.
Keywords: image; stabilisation; vehicle; filter based ... See more keywords
A novel vehicle tracking and speed estimation with varying UAV altitude and video resolution
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2021.1895449
Abstract: ABSTRACT In this paper, a novel vehicle tracking and speed estimation method based on aerial videos is developed. The main objective of this research is to investigate how depth features of a vehicle extracted from… read more here.
Keywords: tracking speed; vehicle; speed; speed estimation ... See more keywords
Enhanced Detection Model and Joint Scoring Strategy for Multi-Vehicle Tracking
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3262466
Abstract: Multi-vehicle tracking is one of the most crucial components of an intelligent transportation system (ITS). However, when it comes to busy traffic flow, tracking targets robustly becomes more problematic due to occlusion, motion blur, high… read more here.
Keywords: vehicle; vehicle tracking; detection model; multi vehicle ... See more keywords
Multi-Vehicle Tracking Using an Environment Interaction Potential Force Model
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2020.2999095
Abstract: On-road vehicle tracking is crucial for the development of automated vehicles and advanced driver assistance systems. Most existing tracking algorithms assume that the vehicles move independently without considering the interactions between surrounding vehicles. However, in… read more here.
Keywords: environment interaction; model; vehicle tracking; interaction ... See more keywords
MBLT: Learning Motion and Background for Vehicle Tracking in Satellite Videos
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2021.3109028
Abstract: Recently, satellite videos provide a new way to dynamically monitor the Earth’s surface. The interpretation of satellite videos has attracted more and more attentions. In this article, we focus on the problem of the vehicle… read more here.
Keywords: vehicle; vehicle tracking; satellite videos; background ... See more keywords
From Model to Algorithms: Distributed Magnetic Sensor System for Vehicle Tracking
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3156663
Abstract: A novel vehicle localization and tracking methods are presented based on magnetic anomaly detection by distributed magnetic sensors. First, taking advantage of total magnetic field, in this article, we propose a total field matching (TFM)… read more here.
Keywords: model algorithms; vehicle tracking; algorithms distributed; vehicle ... See more keywords
Multi-Vehicle Tracking With Road Maps and Car-Following Models
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2017.2723575
Abstract: Multi-vehicle tracking is crucial in many applications, such as traffic surveillance, intelligent transportation systems, and advanced driver assistance systems. Most conventional multi-target tracking algorithms are not ideal for multi-vehicle tracking, since they assume that the… read more here.
Keywords: vehicle tracking; multi vehicle; car following;
Multiple Vehicle Tracking Based on Labeled Multiple Bernoulli Filter Using Pre-Clustered Laser Range Finder Data
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2019.2938253
Abstract: Multiple vehicle tracking (MVT) system is a prerequisite to path planning and decision making of self-driving cars as it can provide positions of surrounding vehicles. Most of the available approaches belonging to the so called… read more here.
Keywords: vehicle; range finder; vehicle tracking; laser range ... See more keywords