Multi-object Tracking for Urban and Multilane Traffic: Building Blocks for Real-World Application

Nikolajs Bumanis, Gatis Vitols, Irina Arhipova, Egons Solmanis

2021

Abstract

Visual object detection and tracking is a fundamental research topic in computer vision with multiple applications ranging from object classification to multi-object tracking in heavy urban traffic scenarios. While object detection and tracking tasks, especially multi-object tracking, have multiple solutions, it is still unclear how to build the real-world applications using different building blocks like algorithms, filters, base neuron networks, etc. The issue becomes more sophisticated as most of the recently proposed solutions are based on existing methodologies, frameworks and applicable technologies; however, some are showing promising results using contradictory realization. This paper addresses issues and research trends of multi-object tracking, while depicting its building blocks and currently best solutions. In result, a potential building blocks for real-world application in the framework of Jelgava city in Latvia is presented.

Paper Citation

in Harvard Style

Bumanis N., Vitols G., Arhipova I. and Solmanis E. (2021). Multi-object Tracking for Urban and Multilane Traffic: Building Blocks for Real-World Application. In Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-509-8, pages 729-736. DOI: 10.5220/0010467807290736

in Bibtex Style

@conference{iceis21,
author={Nikolajs Bumanis and Gatis Vitols and Irina Arhipova and Egons Solmanis},
title={Multi-object Tracking for Urban and Multilane Traffic: Building Blocks for Real-World Application},
booktitle={Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2021},
pages={729-736},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010467807290736},
isbn={978-989-758-509-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 23rd International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - Multi-object Tracking for Urban and Multilane Traffic: Building Blocks for Real-World Application
SN - 978-989-758-509-8
AU - Bumanis N.
AU - Vitols G.
AU - Arhipova I.
AU - Solmanis E.
PY - 2021
SP - 729
EP - 736
DO - 10.5220/0010467807290736