Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/61895
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dc.contributor.authorde Oliveira, Caterine Silvaen
dc.contributor.authorSanin, Cesaren
dc.contributor.authorSzczerbicki, Edwarden
local.source.editorEditor(s): Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham and Bogdan Trawińskien
dc.date.accessioned2024-08-02T03:51:09Z-
dc.date.available2024-08-02T03:51:09Z-
dc.date.issued2018-02-14-
dc.identifier.citationIntelligent Information and Database Systems, p. 443-453en
dc.identifier.isbn9783319754178en
dc.identifier.isbn9783319754161en
dc.identifier.urihttps://hdl.handle.net/1959.11/61895-
dc.description.abstract<p>This work is part of an effort for the development of a Knowledge-Vision Integration Platform for Hazard Control (KVIP-HC) in industrial workplaces, adaptable to a wide range of industrial environments. This paper focuses on hazards resulted from the non-use of personal protective equipment (PPE), and examines a few supervised learning techniques to compose the proposed system for the purpose of recognition of three protective equipment: hard hat, gloves and boots. In the KVIP-HC, classifiers, feature images and any context information are represented explicitly using the Set of Experience Knowledge Structure (SOEKS), grouped and stored as Decisional DNA (DDNA). The collected knowledge is used for reasoning and to reinforce the system from time to time, customizing the service according to each scenario and application. Therefore, in choosing the classification methodology that best suits the application, processing time for training (once the system will be eventually reinforced in real time), accuracy, detection time and the predictor sizes (for the purpose of storing data) are analyzed to propose the most reasonable candidates to compose the platform.</p>en
dc.languageenen
dc.publisherSpringer, Chamen
dc.relation.ispartofIntelligent Information and Database Systemsen
dc.relation.ispartofseriesLecture Notes in Computer Scienceen
dc.titleVideo Classification Technology in a Knowledge-Vision-Integration Platform for Personal Protective Equipment Detection: An Evaluationen
dc.typeConference Publicationen
dc.relation.conferenceACIIDS 2018: 10th Asian Conference on Intelligent Information and Database Systemsen
dc.identifier.doi10.1007/978-3-319-75417-8_42en
local.contributor.firstnameCaterine Silvaen
local.contributor.firstnameCesaren
local.contributor.firstnameEdwarden
local.profile.schoolSchool of Science and Technologyen
local.profile.emailcmaldon3@une.edu.auen
local.output.categoryE1en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.date.conference19th - 21th March, 2018en
local.conference.placeDong Hoi City, Vietnamen
local.publisher.placeGermanyen
local.format.startpage443en
local.format.endpage453en
local.series.issn0302-9743-
local.series.issn1611-3349-
local.series.number10751en
local.peerreviewedYesen
local.title.subtitleAn Evaluationen
local.contributor.lastnamede Oliveiraen
local.contributor.lastnameSaninen
local.contributor.lastnameSzczerbickien
dc.identifier.staffune-id:cmaldon3en
local.profile.orcid0000-0001-8515-417Xen
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:1959.11/61895en
local.date.onlineversion2018-02-14-
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleVideo Classification Technology in a Knowledge-Vision-Integration Platform for Personal Protective Equipment Detectionen
local.output.categorydescriptionE1 Refereed Scholarly Conference Publicationen
local.conference.detailsACIIDS 2018: 10th Asian Conference on Intelligent Information and Database Systems, Dong Hoi City, Vietnam, 19th - 21th March, 2018en
local.search.authorde Oliveira, Caterine Silvaen
local.search.authorSanin, Cesaren
local.search.authorSzczerbicki, Edwarden
local.open.fileurlhttps://rune.une.edu.au/web/retrieve/e5027790-8ed4-4a76-a8dc-33ed4d4de927en
local.uneassociationNoen
local.atsiresearchNoen
local.conference.venueDong Hoi Cityen
local.sensitive.culturalNoen
local.year.available2018en
local.year.published2018en
local.fileurl.openhttps://rune.une.edu.au/web/retrieve/e5027790-8ed4-4a76-a8dc-33ed4d4de927en
local.subject.for20204602 Artificial intelligenceen
local.date.start2018-03-19-
local.date.end2018-03-21-
local.profile.affiliationtypeExternal Affiliationen
local.profile.affiliationtypeExternal Affiliationen
local.profile.affiliationtypeExternal Affiliationen
local.date.moved2024-08-02en
Appears in Collections:Conference Publication
School of Science and Technology
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