Crosswalk detection based on laser scanning from moving vehicle

The safety plays the most important role for both pedestrian and driver in autonomous, semi-autonomous or non-autonomous vehicle. To improve pedestrian safety, this paper presents a new type of laser feature extraction methods for crosswalk marking through Laser Measurement System (LMS). The crosswa...

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Main Author: Cáceres Hernández, Danilo (author)
Other Authors: Filonenko, Alexander (author), Seo, Dongwook (author), Hyun Jo, Kang (author)
Format: article
Language:English
Published: 2018
Subjects:
Online Access:https://ieeexplore.ieee.org/abstract/document/7281958/
http://ridda2.utp.ac.pa/handle/123456789/5092
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author Cáceres Hernández, Danilo
author2 Filonenko, Alexander
Seo, Dongwook
Hyun Jo, Kang
author2_role author
author
author
author_browse Cáceres Hernández, Danilo
Filonenko, Alexander
Hyun Jo, Kang
Seo, Dongwook
author_facet Cáceres Hernández, Danilo
Filonenko, Alexander
Seo, Dongwook
Hyun Jo, Kang
author_role author
collection Repositorio Institucional de documento digitales de acceso abierto de la UTP
dc.creator.none.fl_str_mv Cáceres Hernández, Danilo
Filonenko, Alexander
Seo, Dongwook
Hyun Jo, Kang
dc.date.none.fl_str_mv 07/22/2015
07/22/2015
2018-06-29T21:37:07Z
2018-06-29T21:37:07Z
2018-06-29T21:37:07Z
2018-06-29T21:37:07Z
dc.format.none.fl_str_mv application/pdf
text/html
dc.identifier.none.fl_str_mv https://ieeexplore.ieee.org/abstract/document/7281958/
2378-363X
http://ridda2.utp.ac.pa/handle/123456789/5092
http://ridda2.utp.ac.pa/handle/123456789/5092
dc.language.none.fl_str_mv eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/embargoedAccess
dc.source.none.fl_str_mv reponame:Repositorio Institucional de documento digitales de acceso abierto de la UTP
instname:Universidad Tecnológica de Panamá
instacron:U Tecnológica de Panamá
dc.subject.none.fl_str_mv Roads
Surface treatment
Vehicles
Surface emitting lasers
Laser beams
Feature extraction
Least squares approximations
Roads
Surface treatment
Vehicles
Surface emitting lasers
Laser beams
Feature extraction
Least squares approximations
dc.title.none.fl_str_mv Crosswalk detection based on laser scanning from moving vehicle
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
description The safety plays the most important role for both pedestrian and driver in autonomous, semi-autonomous or non-autonomous vehicle. To improve pedestrian safety, this paper presents a new type of laser feature extraction methods for crosswalk marking through Laser Measurement System (LMS). The crosswalk detection is achieved in three stages as follows: Lane Surface Identification (LSI), Lane Marking Recognition (LMR), and finally Crosswalk Marking Detection (CMD). Preliminary results were performed and tested on a group of consecutive frames during the daylight condition to prove its effectiveness.
eu_rights_str_mv embargoedAccess
format article
id PA_023df1cb89b9e5bea1864778a4e33fc2
identifier_str_mv 2378-363X
instacron_str U Tecnológica de Panamá
institution U Tecnológica de Panamá
instname_str Universidad Tecnológica de Panamá
language eng
network_acronym_str PA
network_name_str oai la ref anni2
oai_identifier_str oai:ridda2.utp.ac.pa:123456789/5092
publishDate 2018
publishDateSort 2018
reponame_str Repositorio Institucional de documento digitales de acceso abierto de la UTP
repository.mail.fl_str_mv
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spelling Crosswalk detection based on laser scanning from moving vehicleCáceres Hernández, DaniloFilonenko, AlexanderSeo, DongwookHyun Jo, KangRoadsSurface treatmentVehiclesSurface emitting lasersLaser beamsFeature extractionLeast squares approximationsRoadsSurface treatmentVehiclesSurface emitting lasersLaser beamsFeature extractionLeast squares approximationsThe safety plays the most important role for both pedestrian and driver in autonomous, semi-autonomous or non-autonomous vehicle. To improve pedestrian safety, this paper presents a new type of laser feature extraction methods for crosswalk marking through Laser Measurement System (LMS). The crosswalk detection is achieved in three stages as follows: Lane Surface Identification (LSI), Lane Marking Recognition (LMR), and finally Crosswalk Marking Detection (CMD). Preliminary results were performed and tested on a group of consecutive frames during the daylight condition to prove its effectiveness.The safety plays the most important role for both pedestrian and driver in autonomous, semi-autonomous or non-autonomous vehicle. To improve pedestrian safety, this paper presents a new type of laser feature extraction methods for crosswalk marking through Laser Measurement System (LMS). The crosswalk detection is achieved in three stages as follows: Lane Surface Identification (LSI), Lane Marking Recognition (LMR), and finally Crosswalk Marking Detection (CMD). Preliminary results were performed and tested on a group of consecutive frames during the daylight condition to prove its effectiveness.2018-06-29T21:37:07Z2018-06-29T21:37:07Z2018-06-29T21:37:07Z2018-06-29T21:37:07Z07/22/201507/22/2015info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://ieeexplore.ieee.org/abstract/document/7281958/2378-363Xhttp://ridda2.utp.ac.pa/handle/123456789/5092http://ridda2.utp.ac.pa/handle/123456789/5092enginfo:eu-repo/semantics/embargoedAccessreponame:Repositorio Institucional de documento digitales de acceso abierto de la UTPinstname:Universidad Tecnológica de Panamáinstacron:U Tecnológica de Panamáoai:ridda2.utp.ac.pa:123456789/50922021-07-06T15:34:55Z
spellingShingle Crosswalk detection based on laser scanning from moving vehicle
Cáceres Hernández, Danilo
Roads
Surface treatment
Vehicles
Surface emitting lasers
Laser beams
Feature extraction
Least squares approximations
Roads
Surface treatment
Vehicles
Surface emitting lasers
Laser beams
Feature extraction
Least squares approximations
status_str publishedVersion
title Crosswalk detection based on laser scanning from moving vehicle
title_full Crosswalk detection based on laser scanning from moving vehicle
title_fullStr Crosswalk detection based on laser scanning from moving vehicle
title_full_unstemmed Crosswalk detection based on laser scanning from moving vehicle
title_short Crosswalk detection based on laser scanning from moving vehicle
title_sort Crosswalk detection based on laser scanning from moving vehicle
topic Roads
Surface treatment
Vehicles
Surface emitting lasers
Laser beams
Feature extraction
Least squares approximations
Roads
Surface treatment
Vehicles
Surface emitting lasers
Laser beams
Feature extraction
Least squares approximations
url https://ieeexplore.ieee.org/abstract/document/7281958/
http://ridda2.utp.ac.pa/handle/123456789/5092