A Study of Vehicle Detection and Counting System Based on Video

About the video image processing's vehicle detection and counting system research, which has video vehicle detection, vehicle targets' image processing, and vehicle counting function. Vehicle detection is the use of inter-frame difference method and vehicle shadow segmentation techniques f...

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Main Authors: Shuang XU, Lingbin PANG, Huairuo YIN
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2014-10-01
Series:Sensors & Transducers
Subjects:
Online Access:http://www.sensorsportal.com/HTML/DIGEST/october_2014/Vol_181/P_2466.pdf
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spelling doaj-a47632f768204c93875f980db6f0332c2020-11-25T01:54:32ZengIFSA Publishing, S.L.Sensors & Transducers2306-85151726-54792014-10-01181103036A Study of Vehicle Detection and Counting System Based on VideoShuang XU0Lingbin PANG1Huairuo YIN2Information & Communication Engineering, Dalian Nationalities University Liaohe West Road, 18 Dalian, ChinaInformation & Communication Engineering, Dalian Nationalities University Liaohe West Road, 18 Dalian, ChinaInformation & Communication Engineering, Dalian Nationalities University Liaohe West Road, 18 Dalian, ChinaAbout the video image processing's vehicle detection and counting system research, which has video vehicle detection, vehicle targets' image processing, and vehicle counting function. Vehicle detection is the use of inter-frame difference method and vehicle shadow segmentation techniques for vehicle testing. Image processing functions is the use of color image gray processing, image segmentation, mathematical morphology analysis and image fills, etc. on target detection to be processed, and then the target vehicle extraction. Counting function is to count the detected vehicle. The system is the use of inter-frame video difference method to detect vehicle and the use of the method of adding frame to vehicle and boundary comparison method to complete the counting function, with high recognition rate, fast, and easy operation. The purpose of this paper is to enhance traffic management modernization and automation levels. According to this study, it can provide a reference for the future development of related applications.http://www.sensorsportal.com/HTML/DIGEST/october_2014/Vol_181/P_2466.pdfVehicle detectionImage processingVehicle countingInter-frame difference methodImage segmentationFramed cycle approach.
collection DOAJ
language English
format Article
sources DOAJ
author Shuang XU
Lingbin PANG
Huairuo YIN
spellingShingle Shuang XU
Lingbin PANG
Huairuo YIN
A Study of Vehicle Detection and Counting System Based on Video
Sensors & Transducers
Vehicle detection
Image processing
Vehicle counting
Inter-frame difference method
Image segmentation
Framed cycle approach.
author_facet Shuang XU
Lingbin PANG
Huairuo YIN
author_sort Shuang XU
title A Study of Vehicle Detection and Counting System Based on Video
title_short A Study of Vehicle Detection and Counting System Based on Video
title_full A Study of Vehicle Detection and Counting System Based on Video
title_fullStr A Study of Vehicle Detection and Counting System Based on Video
title_full_unstemmed A Study of Vehicle Detection and Counting System Based on Video
title_sort study of vehicle detection and counting system based on video
publisher IFSA Publishing, S.L.
series Sensors & Transducers
issn 2306-8515
1726-5479
publishDate 2014-10-01
description About the video image processing's vehicle detection and counting system research, which has video vehicle detection, vehicle targets' image processing, and vehicle counting function. Vehicle detection is the use of inter-frame difference method and vehicle shadow segmentation techniques for vehicle testing. Image processing functions is the use of color image gray processing, image segmentation, mathematical morphology analysis and image fills, etc. on target detection to be processed, and then the target vehicle extraction. Counting function is to count the detected vehicle. The system is the use of inter-frame video difference method to detect vehicle and the use of the method of adding frame to vehicle and boundary comparison method to complete the counting function, with high recognition rate, fast, and easy operation. The purpose of this paper is to enhance traffic management modernization and automation levels. According to this study, it can provide a reference for the future development of related applications.
topic Vehicle detection
Image processing
Vehicle counting
Inter-frame difference method
Image segmentation
Framed cycle approach.
url http://www.sensorsportal.com/HTML/DIGEST/october_2014/Vol_181/P_2466.pdf
work_keys_str_mv AT shuangxu astudyofvehicledetectionandcountingsystembasedonvideo
AT lingbinpang astudyofvehicledetectionandcountingsystembasedonvideo
AT huairuoyin astudyofvehicledetectionandcountingsystembasedonvideo
AT shuangxu studyofvehicledetectionandcountingsystembasedonvideo
AT lingbinpang studyofvehicledetectionandcountingsystembasedonvideo
AT huairuoyin studyofvehicledetectionandcountingsystembasedonvideo
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