Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera

I.V. Sukhinskiy; E.A. Nepovinnykh; G.I. Radchenko

doi:10.1109/MIPRO.2016.7522394

Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera

I.V. Sukhinskiy, E.A. Nepovinnykh, G.I. Radchenko

Publikation: Konferenzbeitrag › Papier › Begutachtung

Abstract

In this paper, we describe a solution for monitoring of parking availability based on computer vision. It allows us to detect and track cars in a parking lot, while collected historical data helps us to predict availability status of parking during the day based on data mining techniques. Parking Monitoring System tracks availability based on an analysis of images from an outdoor surveillance camera and analyzes in real time the state of the parking complex. The system is developed to determine the number and location of available parking places and to inform the drivers. We provide an algorithm for image capture and analysis to recognize a car in a parking lot and to define parking spaces as either reserved or free. © 2016 Croatian Society MIPRO.

Originalsprache	Englisch
Seiten	1603-1607
Seitenumfang	5
DOIs	https://doi.org/10.1109/MIPRO.2016.7522394
Publikationsstatus	Veröffentlicht - 2016
Veranstaltung	39th International Convention on Information and Communication Technology, Electronics and Microelectronics - Opatija, Kroatien Dauer: 30 Mai 2016 → 3 Juni 2016

Konferenz

Konferenz	39th International Convention on Information and Communication Technology, Electronics and Microelectronics
Kurztitel	MIPRO 2016
Land/Gebiet	Kroatien
Ort	Opatija
Zeitraum	30/05/16 → 3/06/16

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10.1109/MIPRO.2016.7522394

https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983627482&doi=10.1109%2fMIPRO.2016.7522394&partnerID=40&md5=a44cf07a76c08f53fe6917193bb5f786

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title = "Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera",

abstract = "In this paper, we describe a solution for monitoring of parking availability based on computer vision. It allows us to detect and track cars in a parking lot, while collected historical data helps us to predict availability status of parking during the day based on data mining techniques. Parking Monitoring System tracks availability based on an analysis of images from an outdoor surveillance camera and analyzes in real time the state of the parking complex. The system is developed to determine the number and location of available parking places and to inform the drivers. We provide an algorithm for image capture and analysis to recognize a car in a parking lot and to define parking spaces as either reserved or free. {\textcopyright} 2016 Croatian Society MIPRO.",

keywords = "computer vision, object recognition, OpenCV, parking, Algorithms, Cameras, Computer vision, Data mining, Image analysis, Microelectronics, Object recognition, Parking, Security systems, Historical data, Image captures, Monitoring system, Parking lots, Parking spaces, Real time, Surveillance cameras, Monitoring",

author = "I.V. Sukhinskiy and E.A. Nepovinnykh and G.I. Radchenko",

note = "Conference code: 123025 Cited By :4 Export Date: 27 August 2021; 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 ; Conference date: 30-05-2016 Through 03-06-2016",

year = "2016",

doi = "10.1109/MIPRO.2016.7522394",

language = "English",

pages = "1603--1607",

}

Sukhinskiy, IV, Nepovinnykh, EA & Radchenko, GI 2016, 'Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera', Beitrag in 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, Opatija, Kroatien, 30/05/16 - 3/06/16 S. 1603-1607. https://doi.org/10.1109/MIPRO.2016.7522394

Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera. / Sukhinskiy, I.V.; Nepovinnykh, E.A.; Radchenko, G.I.
2016. 1603-1607 Beitrag in 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, Opatija, Kroatien.

Publikation: Konferenzbeitrag › Papier › Begutachtung

TY - CONF

T1 - Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera

AU - Sukhinskiy, I.V.

AU - Nepovinnykh, E.A.

AU - Radchenko, G.I.

N1 - Conference code: 123025 Cited By :4 Export Date: 27 August 2021

PY - 2016

Y1 - 2016

N2 - In this paper, we describe a solution for monitoring of parking availability based on computer vision. It allows us to detect and track cars in a parking lot, while collected historical data helps us to predict availability status of parking during the day based on data mining techniques. Parking Monitoring System tracks availability based on an analysis of images from an outdoor surveillance camera and analyzes in real time the state of the parking complex. The system is developed to determine the number and location of available parking places and to inform the drivers. We provide an algorithm for image capture and analysis to recognize a car in a parking lot and to define parking spaces as either reserved or free. © 2016 Croatian Society MIPRO.

AB - In this paper, we describe a solution for monitoring of parking availability based on computer vision. It allows us to detect and track cars in a parking lot, while collected historical data helps us to predict availability status of parking during the day based on data mining techniques. Parking Monitoring System tracks availability based on an analysis of images from an outdoor surveillance camera and analyzes in real time the state of the parking complex. The system is developed to determine the number and location of available parking places and to inform the drivers. We provide an algorithm for image capture and analysis to recognize a car in a parking lot and to define parking spaces as either reserved or free. © 2016 Croatian Society MIPRO.

KW - computer vision

KW - object recognition

KW - OpenCV

KW - parking

KW - Algorithms

KW - Cameras

KW - Computer vision

KW - Data mining

KW - Image analysis

KW - Microelectronics

KW - Object recognition

KW - Parking

KW - Security systems

KW - Historical data

KW - Image captures

KW - Monitoring system

KW - Parking lots

KW - Parking spaces

KW - Real time

KW - Surveillance cameras

KW - Monitoring

U2 - 10.1109/MIPRO.2016.7522394

DO - 10.1109/MIPRO.2016.7522394

M3 - Paper

SP - 1603

EP - 1607

T2 - 39th International Convention on Information and Communication Technology, Electronics and Microelectronics

Y2 - 30 May 2016 through 3 June 2016

ER -

Developing a Parking Monitoring System based on the analysis of images from an outdoor surveillance camera

Abstract

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