Skip to main content
main-content
Top

Hint

Swipe to navigate through the articles of this issue

01-07-2019 | APPLIED PROBLEMS | Issue 3/2019

Pattern Recognition and Image Analysis 3/2019

Vision Based Approach for Adaptive Parking Lots Occupancy Estimation

Journal:
Pattern Recognition and Image Analysis > Issue 3/2019
Authors:
I. Masmoudi, A. Wali
Important notes
https://static-content.springer.com/image/art%3A10.1134%2FS1054661819030143/MediaObjects/11493_2019_6018_Fig6_HTML.gif
Imen Masmoudi: Holds a post doc at the Digital Research Centre of Sfax, Tunisia. Got her Ph.D. in engineering computer systems at National school of Engineers of Sfax, in 2016. She is member of the REsearch Groups on Intelligent Machines (REGIM-Lab). Her research interests include computer vision and Image and video analysis. She received the B.S. degree in computer science from The National Engineering School of Tunis-Tunisia (ENIT) in 2010, and the Master degree in the New Technologies of the Dedicated Computer Systems (NTSID) in 2011 from the National Engineering School of Sfax (ENIS).
https://static-content.springer.com/image/art%3A10.1134%2FS1054661819030143/MediaObjects/11493_2019_6018_Fig7_HTML.gif
Ali Wali: Associate Professor in Signal and Images Processing at ISIM, University of Sfax. Got his PhD in engineering computer systems at National school of Engineers of Sfax, in 2013. He is member of the REsearch Groups on Intelligent Machines (REGIM-Lab). His research interests include computer vision and image and video analysis. These research activities are centered around Video Events Detection and Pattern Recognition. He is a Graduate member of IEEE. He was the member of the organization committee of the International Conference on Machine Intelligence ACIDCA-ICMI2005, Third IEEE International Conference on Next Generation Networks and Services NGNS2011 and 4th International Conference on Logistics LOGISTIQUA2011, International Conference on Advanced Logistics and Transport (ICALT’2013, ICALT’2014, ICALT’2015), 13th International Conference on Document Analysis and Recognition (ICDAR 2015), International Conference on Hybrid Intelligent Systems (HIS’2013), International Conference on Information Assurance and Security (IAS’2013).

Abstract

In the large cities, it remains difficult and expensive to create more parking spaces for vehicles since they have almost reached their full occupancy. The lack of available parking places leads to the problem of traffic congestion and consequently to pollution, since drivers will spend a lot of time looking for a vacant parking place. Hence the need to establish a parking management system able to improve the exploitation of the existent parking places at a city level. This paper proposes a new multi agent system for parking vacancies detection based on vision techniques. We explore a network of interconnected video surveillance cameras and parking stations to provide an intelligent service to the drivers in order to facilitate their task and improve the exploitation of the parking resources. The proposed system introduces a new approach for parking spaces modeling and elaborates an adaptive approach for vacancies estimation in order to supply the driver with reliable information about the vacant parking spaces in the city according to the size of his vehicle.

Please log in to get access to this content

To get access to this content you need the following product:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 69.000 Bücher
  • über 500 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Umwelt
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Testen Sie jetzt 30 Tage kostenlos.

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 58.000 Bücher
  • über 300 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Testen Sie jetzt 30 Tage kostenlos.

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 50.000 Bücher
  • über 380 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Umwelt
  • Maschinenbau + Werkstoffe




Testen Sie jetzt 30 Tage kostenlos.

Literature
About this article

Other articles of this Issue 3/2019

Pattern Recognition and Image Analysis 3/2019 Go to the issue

REPRESENTATION, PROCESSING, ANALYSIS, AND UNDERSTANDING OF IMAGES

Adaptive Detection of Normal Mixture Signals with Pre-Estimated Gaussian Mixture Noise

Premium Partner

    Image Credits