Development of inter-vehicle distance measurement system using camera-equipped portable device

In this research, an inter-vehicle distance measurement application that runs on Android operating system was developed. The proposed method was based on a similarity relationship between the license plate and the image on the image sensor. Morphological transformation was implemented to improve the...

Full description

Saved in:
Bibliographic Details
Published in2017 17th International Conference on Control, Automation and Systems (ICCAS) pp. 994 - 997
Main Authors Sasaki, Nobuo, Tomaru, Syuhei, Nakamura, Shiori
Format Conference Proceeding
LanguageEnglish
Published Institute of Control, Robotics and Systems - ICROS 01.10.2017
Subjects
Online AccessGet full text

Cover

Loading…
Abstract In this research, an inter-vehicle distance measurement application that runs on Android operating system was developed. The proposed method was based on a similarity relationship between the license plate and the image on the image sensor. Morphological transformation was implemented to improve the detection rate of the license plate and distance measurement accuracy. Although the maximum error rate of the measured distance was 12 % at a distance from 2 m to 15 m, it is possible to reduce the value of the error rate by increasing the resolution of the captured image. The processing time for one cycle was 185 ms, and the processing time for each processing of this application was also measured. As a result, 46.5 % of the whole process was occupied by morphological transformation. However, by applying morphological transformation to only a part of the image, it is possible to reduce processing time of this processing.
AbstractList In this research, an inter-vehicle distance measurement application that runs on Android operating system was developed. The proposed method was based on a similarity relationship between the license plate and the image on the image sensor. Morphological transformation was implemented to improve the detection rate of the license plate and distance measurement accuracy. Although the maximum error rate of the measured distance was 12 % at a distance from 2 m to 15 m, it is possible to reduce the value of the error rate by increasing the resolution of the captured image. The processing time for one cycle was 185 ms, and the processing time for each processing of this application was also measured. As a result, 46.5 % of the whole process was occupied by morphological transformation. However, by applying morphological transformation to only a part of the image, it is possible to reduce processing time of this processing.
Author Sasaki, Nobuo
Tomaru, Syuhei
Nakamura, Shiori
Author_xml – sequence: 1
  givenname: Nobuo
  surname: Sasaki
  fullname: Sasaki, Nobuo
  email: sasaki@elc.gunma-ct.ac.jp
  organization: Nat. Inst. of Technol., Gunma Coll., Maebashi, Japan
– sequence: 2
  givenname: Syuhei
  surname: Tomaru
  fullname: Tomaru, Syuhei
  organization: Nat. Inst. of Technol., Gunma Coll., Maebashi, Japan
– sequence: 3
  givenname: Shiori
  surname: Nakamura
  fullname: Nakamura, Shiori
  organization: Nat. Inst. of Technol., Gunma Coll., Maebashi, Japan
BookMark eNotj8tOwzAURI0ECyj9gm78Awl-xvayCq9KlVjQNZXjXIOlxAmxG6l_T4CuZjFzRjp36DoOERDaUFIybqh52NX19r1khKpSMyJ4pa7Q2iitjeGMSirELfp4hBm6YewhZjx4HGKGqZjhK7gOcBtSttEB7sGm0wR_q3ROGXp8SiF-Ymd7mGwB36cwjtDicZiybX5RmIODe3TjbZdgfckVOjw_HerXYv_2squ3-yIYkgvaOK-4dI45IylRruVee0OtttpVraVLpTyBRohGKsOqRUBauYhwzoSv-Apt_m8DABzHKfR2Oh8v0vwHh-FTAg
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.23919/ICCAS.2017.8204367
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 9788993215144
8993215146
EndPage 997
ExternalDocumentID 8204367
Genre orig-research
GroupedDBID 6IE
6IL
CBEJK
RIE
RIL
ID FETCH-LOGICAL-i90t-1bcf735cc2c95107cd3f8f91a8a8c6da15cc7f0eb44b579269935a58893324f63
IEDL.DBID RIE
IngestDate Thu Jun 29 18:37:41 EDT 2023
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i90t-1bcf735cc2c95107cd3f8f91a8a8c6da15cc7f0eb44b579269935a58893324f63
PageCount 4
ParticipantIDs ieee_primary_8204367
PublicationCentury 2000
PublicationDate 2017-Oct.
PublicationDateYYYYMMDD 2017-10-01
PublicationDate_xml – month: 10
  year: 2017
  text: 2017-Oct.
PublicationDecade 2010
PublicationTitle 2017 17th International Conference on Control, Automation and Systems (ICCAS)
PublicationTitleAbbrev ICCAS
PublicationYear 2017
Publisher Institute of Control, Robotics and Systems - ICROS
Publisher_xml – name: Institute of Control, Robotics and Systems - ICROS
Score 1.7106127
Snippet In this research, an inter-vehicle distance measurement application that runs on Android operating system was developed. The proposed method was based on a...
SourceID ieee
SourceType Publisher
StartPage 994
SubjectTerms Android operating system
Automobiles
Cameras
Distance measurement
Driving safety support system (DSSS)
Error analysis
Image color analysis
image processing
inter-vehicle distance measurement
Licenses
morphological transformation
OpenCV
Title Development of inter-vehicle distance measurement system using camera-equipped portable device
URI https://ieeexplore.ieee.org/document/8204367
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NS8MwGA7bTp5UNvGbHDzaLk2bJjnKcExhIjhhJ0c-dYj7ovXgrzdvOzcVD95C0pCShLxP3z7PE4QuJKVaeEiBURk-UBTLI51wHwVoy4iijnIBQuHhXT54zG7HbNxAlxstjHOuIp-5GIrVv3w7NyWkyroChJw5b6Iml7LWatVGQjSVieze9HpXD8DW4vH6yR9XplQRo7-Lhl9j1USR17gsdGw-ftkw_vdl9lBnq83D95uos48abtZGT9-4P3juMZhArKJ39wK7AlvAiNDvbZsQxLWFMwbe-zM2CnJTkVuW08XCWVyBcg1dHZwkHTTqX496g2h9c0I0laSIEm08T5kx1ACA4samXniZKKGEya1KQhP3xOks04xLmgeQwhQTAbsEfOXz9AC1ZvOZO0TYiCy1JIA8YpJMGy1sqpjUjmhiUqvZEWrD1EwWtTfGZD0rx39Xn6AdWJ6aDHeKWsWqdGchqBf6vFrNT9m9pX0
link.rule.ids 310,311,783,787,792,793,799,27937,55086
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PT8IwGG0QD3pSA8bf9uDRwdata3s0RAIKxERMOEn6U4kRkGwe_OvttyGo8eCtadd0aZt-b9_ee0XoQhCiuIMUGBH-A0XSNFARc4GHtjSUxBLGQSjcH6Sdh-RmREcVdLnSwlhrC_KZbUCx-JdvZjqHVFmTg5AzZRto0-NqnpZqrdJKiMQiEs1uq3V1D3wt1lg---PSlCJmtHdQ_2u0kiry0sgz1dAfv4wY__s6u6i-Vufhu1Xc2UMVO62hx2_sHzxzGGwgFsG7fYZ9gQ2gROj3uk4J4tLEGQPz_QlrCdmpwL7lk_ncGlzAcgVdLZwldTRsXw9bnWB5d0IwEWEWREo7FlOtiQYIxbSJHXciklxynRoZ-SbmQquSRFEmSOphCpWUe_TiEZZL431Unc6m9gBhzZPYhB7mhTpKlFbcxJIKZUMV6tgoeohqMDXjeemOMV7OytHf1edoqzPs98a97uD2GG3DUpXUuBNUzRa5PfUhPlNnxcp-AqtFqMg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2017+17th+International+Conference+on+Control%2C+Automation+and+Systems+%28ICCAS%29&rft.atitle=Development+of+inter-vehicle+distance+measurement+system+using+camera-equipped+portable+device&rft.au=Sasaki%2C+Nobuo&rft.au=Tomaru%2C+Syuhei&rft.au=Nakamura%2C+Shiori&rft.date=2017-10-01&rft.pub=Institute+of+Control%2C+Robotics+and+Systems+-+ICROS&rft.spage=994&rft.epage=997&rft_id=info:doi/10.23919%2FICCAS.2017.8204367&rft.externalDocID=8204367