Matches in SemOpenAlex for { <https://semopenalex.org/work/W3120411897> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W3120411897 endingPage "415" @default.
- W3120411897 startingPage "401" @default.
- W3120411897 abstract "Environment of construction site is becoming more complicated and risky than ever before, due to the rapidly development of society. The traditional site management system is facing the challenges of manual supervision negligence as well as the inflexible attendance system, which cannot guarantee the life safety and legitimate interests of all employees. To address the above problem and reduce the risks, many construction sites utilize intelligent approaches such as effective safety helmet detection and face recognition. This paper propose a hybrid approach combining the popular YOLOv3 and Facenet model to detect the safety helmet wearing of construction workers and help them with attendance checking through camera simultaneously. At first, this method apply YOLOv3 to implement safety helmet detection. Then, Facenet is used to achieve face recognition with face detected by MTCNN model. Finally, combined with the above two modules, helmet detection and personnel information identification can be realized in site supervision system. The experimental results show the effectiveness of the proposed combined approach. As a result, database established by video and image process results can ensure the reasonable salary payment of construction workers, further improving the safety assurance measures and the management efficiency of the construction site." @default.
- W3120411897 created "2021-01-18" @default.
- W3120411897 creator A5024098707 @default.
- W3120411897 creator A5043569069 @default.
- W3120411897 creator A5061110261 @default.
- W3120411897 creator A5065435984 @default.
- W3120411897 creator A5086172316 @default.
- W3120411897 date "2020-01-01" @default.
- W3120411897 modified "2023-09-25" @default.
- W3120411897 title "A Combined Method for Face and Helmet Detection in Intelligent Construction Site Application" @default.
- W3120411897 cites W1536680647 @default.
- W3120411897 cites W1976017491 @default.
- W3120411897 cites W2076539532 @default.
- W3120411897 cites W2091679618 @default.
- W3120411897 cites W2102605133 @default.
- W3120411897 cites W2130593421 @default.
- W3120411897 cites W2179352600 @default.
- W3120411897 cites W2602070013 @default.
- W3120411897 cites W2609784848 @default.
- W3120411897 cites W2735042944 @default.
- W3120411897 cites W2809655232 @default.
- W3120411897 cites W2884545772 @default.
- W3120411897 cites W2963037989 @default.
- W3120411897 cites W2979408931 @default.
- W3120411897 cites W2998020235 @default.
- W3120411897 cites W3001943034 @default.
- W3120411897 cites W3012321463 @default.
- W3120411897 cites W3016459264 @default.
- W3120411897 cites W3106250896 @default.
- W3120411897 cites W639708223 @default.
- W3120411897 doi "https://doi.org/10.1007/978-981-33-6378-6_30" @default.
- W3120411897 hasPublicationYear "2020" @default.
- W3120411897 type Work @default.
- W3120411897 sameAs 3120411897 @default.
- W3120411897 citedByCount "1" @default.
- W3120411897 countsByYear W31204118972022 @default.
- W3120411897 crossrefType "book-chapter" @default.
- W3120411897 hasAuthorship W3120411897A5024098707 @default.
- W3120411897 hasAuthorship W3120411897A5043569069 @default.
- W3120411897 hasAuthorship W3120411897A5061110261 @default.
- W3120411897 hasAuthorship W3120411897A5065435984 @default.
- W3120411897 hasAuthorship W3120411897A5086172316 @default.
- W3120411897 hasConcept C138885662 @default.
- W3120411897 hasConcept C153180895 @default.
- W3120411897 hasConcept C154945302 @default.
- W3120411897 hasConcept C23123220 @default.
- W3120411897 hasConcept C2779304628 @default.
- W3120411897 hasConcept C31510193 @default.
- W3120411897 hasConcept C31972630 @default.
- W3120411897 hasConcept C41008148 @default.
- W3120411897 hasConcept C41895202 @default.
- W3120411897 hasConcept C4641261 @default.
- W3120411897 hasConceptScore W3120411897C138885662 @default.
- W3120411897 hasConceptScore W3120411897C153180895 @default.
- W3120411897 hasConceptScore W3120411897C154945302 @default.
- W3120411897 hasConceptScore W3120411897C23123220 @default.
- W3120411897 hasConceptScore W3120411897C2779304628 @default.
- W3120411897 hasConceptScore W3120411897C31510193 @default.
- W3120411897 hasConceptScore W3120411897C31972630 @default.
- W3120411897 hasConceptScore W3120411897C41008148 @default.
- W3120411897 hasConceptScore W3120411897C41895202 @default.
- W3120411897 hasConceptScore W3120411897C4641261 @default.
- W3120411897 hasLocation W31204118971 @default.
- W3120411897 hasOpenAccess W3120411897 @default.
- W3120411897 hasPrimaryLocation W31204118971 @default.
- W3120411897 hasRelatedWork W2003685048 @default.
- W3120411897 hasRelatedWork W2065134433 @default.
- W3120411897 hasRelatedWork W2101516232 @default.
- W3120411897 hasRelatedWork W2153539490 @default.
- W3120411897 hasRelatedWork W2394183700 @default.
- W3120411897 hasRelatedWork W2532573070 @default.
- W3120411897 hasRelatedWork W2544717100 @default.
- W3120411897 hasRelatedWork W2607108626 @default.
- W3120411897 hasRelatedWork W269042006 @default.
- W3120411897 hasRelatedWork W2573633896 @default.
- W3120411897 isParatext "false" @default.
- W3120411897 isRetracted "false" @default.
- W3120411897 magId "3120411897" @default.
- W3120411897 workType "book-chapter" @default.