SMARTCarPark - Monitorování, analýza a re-identifikace dopravy pro pokročilé parkování vozidel

Project Period: 1. 1. 2018 – 31. 12. 2020

Project Type: grant

Code: TH03010529

Agency: Technologická agentura ČR

Program: Program na podporu aplikovaného výzkumu a experimentálního vývoje EPSILON (2015-2025)

English title

SMARTCarPark - Surveillance Monitoring, Analysis and Re-identification of Traffic for Enhanced Car Parking

Type

grant

Keywords

Traffic Analysis; Visual Surveillance; Computer Vision; Law Enforcement;
Intelligent Transportation Systems; Metropolitan Congestion; Smart Cities; Public
Parking

Abstract

The aim of the project is to develop a new functionality of a parking monitoring
system using surveillance camera systems. Parking monitoring will be implemented
by monitoring and analyzing the movement of vehicles in the monitored area. The
main goal is placed on the non-invasiveness of the proposed solution and the
maximization of anonymous vehicle traffic monitoring only with the use of visual
features without unambiguous vehicle identification, ie. with the protection of
personal data. By creating the proposed solution, it will be possible to make
transport and parking in cities more efficient.

Team members

Herout Adam, prof. Ing., Ph.D. (DCGM) – research leader
Bartl Vojtěch, Ing., Ph.D. (DCGM)
Folenta Ján, Ing.
Juránek Roman, Ing., Ph.D. (DCGM)
Očenášek Matěj, Ing.
Sochor Jakub, Ing., Ph.D.
Sonth Akash Prakash
Špaňhel Jakub, Ing., Ph.D. (DCGM)
Zemánek Ondřej, Ing.

Publications

2020

BARTL, V.; JURÁNEK, R.; ŠPAŇHEL, J.; HEROUT, A. PlaneCalib: Automatic Camera Calibration by Multiple Observations of Rigid Objects on Plane. In 2020 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Melbourne: Institute of Electrical and Electronics Engineers, 2020. p. 1-8. ISBN: 978-1-7281-9108-9. Detail
DOBEŠ, P.; ŠPAŇHEL, J.; BARTL, V.; JURÁNEK, R.; HEROUT, A. Density-Based Vehicle Counting with Unsupervised Scale Selection. In Digital Image Computing: Techniques and Applications 2020. Melbourne: Institute of Electrical and Electronics Engineers, 2020. p. 1-8. ISBN: 978-1-7281-9108-9. Detail

2018

SOCHOR, J.; ŠPAŇHEL, J.; JURÁNEK, R.; DOBEŠ, P.; HEROUT, A. Graph@FIT Submission to the NVIDIA AI City Challenge 2018. In NVIDIA AI City Challenge 2018 (CVPRW). Salt Lake City: IEEE Computer Society, 2018. p. 77-84. ISBN: 978-1-5386-6100-0. Detail
ŠPAŇHEL, J.; SOCHOR, J.; JURÁNEK, R.; HEROUT, A. Geometric Alignment by Deep Learning for Recognition of Challenging License Plates. In 2018 21st International Conference on Intelligent Transportation Systems (ITSC). Lahaina, Maui: IEEE Intelligent Transportation Systems Society, 2018. p. 3524-3529. ISBN: 978-1-72810-321-1. ISSN: 2153-0017. Detail

Products

2018

Automatic Camera Calibration, software, 2018
Authors: BARTL, V.; ŠPAŇHEL, J.; JURÁNEK, R.; HEROUT, A.