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: Technology Agency of the Czech Republic

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. (UPGM FIT VUT) , research leader
Juránek Roman, Ing., Ph.D. (UPGM FIT VUT) , team leader
Sochor Jakub, Ing. (UPGM FIT VUT) , team leader
Špaňhel Jakub, Ing., Ph.D. (UPGM FIT VUT) , team leader
Bartl Vojtěch, Ing., Ph.D. (UPGM FIT VUT)
Folenta Ján, Ing. (FIT VUT)
Očenášek Matěj, Ing. (FEKT VUT)
Otáhal Matěj
Sonth Akash Prakash (FIT VUT)
Stiborová Hana
Špaňhelová Klára
Zemánek Ondřej, Ing. (FIT VUT)

Publications

2020

DOBEŠ Petr, ŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman and HEROUT Adam. Density-Based Vehicle Counting with Unsupervised Scale Selection. In: Digital Image Computing: Techniques and Applications 2020. Melbourne: Institute of Electrical and Electronics Engineers, 2020, pp. 1-8. ISBN 978-1-7281-9108-9. Detail
FOLENTA Ján, ŠPAŇHEL Jakub, BARTL Vojtěch and HEROUT Adam. Determining Vehicle Turn Counts at Multiple Intersections by Separated Vehicle Classes Using CNNs. In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2020. Seattle, WA: IEEE Computer Society, 2020, pp. 2544-2549. ISBN 978-1-7281-9360-1. ISSN 2160-7516. Detail
ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman, DOBEŠ Petr, BARTL Vojtěch and HEROUT Adam. Learning Feature Aggregation in Temporal Domain for Re-Identification. Computer Vision and Image Understanding, vol. 192, no. 11, 2020, pp. 1-12. ISSN 1077-3142. Detail
BARTL Vojtěch, JURÁNEK Roman, ŠPAŇHEL Jakub and HEROUT Adam. 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, pp. 1-8. ISBN 978-1-7281-9108-9. Detail

2019

BARTL Vojtěch and HEROUT Adam. OptInOpt: Dual Optimization for Automatic Camera Calibration by Multi-Target Observations. In: 16th IEEE International Conference on Advanced Video and Signal-based Surveillance. Taipei: Institute of Electrical and Electronics Engineers, 2019, pp. 1-8. ISBN 978-1-7281-0990-9. Detail
ŠPAŇHEL Jakub, BARTL Vojtěch, JURÁNEK Roman and HEROUT Adam. Vehicle Re-Identification and Multi-Camera Tracking in Challenging City-Scale Environment. In: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, vol. 2019. Long Beach: IEEE Computer Society, 2019, pp. 150-158. ISSN 2160-7516. Detail
JURÁNEK Roman, ŠPAŇHEL Jakub, SOCHOR Jakub, HEROUT Adam and NOVÁK Jan. Visual Analysis of Vehicle Trajectories for Determining Cross-Sectional Load Density. Transactions on Transport Sciences, vol. 10, no. 1, 2019, pp. 50-57. ISSN 1802-9876. Detail

2018

ŠPAŇHEL Jakub, SOCHOR Jakub, JURÁNEK Roman and HEROUT Adam. 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, pp. 3524-3529. ISBN 978-1-72810-321-1. ISSN 2153-0017. Detail
SOCHOR Jakub, ŠPAŇHEL Jakub, JURÁNEK Roman, DOBEŠ Petr and HEROUT Adam. Graph@FIT Submission to the NVIDIA AI City Challenge 2018. In: NVIDIA AI City Challenge 2018 (CVPRW). Salt Lake City: IEEE Computer Society, 2018, pp. 77-84. ISBN 978-1-5386-6100-0. Detail

Products

2019

Vehicle Re-Identification Software, software, 2019
Authors: Špaňhel Jakub, Bartl Vojtěch, Juránek Roman, Herout Adam Detail

2018

Automatic Camera Calibration, software, 2018
Authors: Bartl Vojtěch, Špaňhel Jakub, Juránek Roman, Herout Adam Detail