FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2953751569> ?p ?o ?g. }

• W2953751569 endingPage "102886" @default.
• W2953751569 startingPage "102886" @default.
• W2953751569 abstract "Recognizing construction activities and involved working groups is critical to enhancing construction safety and improving productivity. Most existing studies use videos that only contain one activity with involved entities and rely solely on the spatial-temporal relationship among entities. However, in practice, many workers and machines co-exist and collaborate to accomplish different activities, and not all of them are relevant to the same activity, even though they are spatially close. This paper presents a two-step classification approach – working group identification followed by activity recognition, leveraging both positional and attentional cues, to recognize complex interactions and their involved entities from videos that contain different activities with multiple entities. The spatial and attentional states of individual entities are represented numerically, and the corresponding positional and attentional cues between two entities are computed. Long short-term memory (LSTM) networks are designed to (1) classify whether two entities belong to the same group, and (2) recognize the activities they are involved in. The newly created method is validated using two sets of construction videos. Identifying working groups before recognizing ongoing activities enables the exclusion of group-irrelevant entities and thus, improves the performance. Moreover, by leveraging both positional and attentional cues, the accuracy increases from 85% to 95% compared with cases using positional cues alone." @default.
• W2953751569 created "2019-07-12" @default.
• W2953751569 creator A5022355329 @default.
• W2953751569 creator A5088453668 @default.
• W2953751569 creator A5091163395 @default.
• W2953751569 date "2019-10-01" @default.
• W2953751569 modified "2023-09-27" @default.
• W2953751569 title "Two-step long short-term memory method for identifying construction activities through positional and attentional cues" @default.
• W2953751569 cites W1964598692 @default.
• W2953751569 cites W1983705368 @default.
• W2953751569 cites W2002844166 @default.
• W2953751569 cites W2008748781 @default.
• W2953751569 cites W2064675550 @default.
• W2953751569 cites W2065961009 @default.
• W2953751569 cites W2067534425 @default.
• W2953751569 cites W2076796478 @default.
• W2953751569 cites W2082459479 @default.
• W2953751569 cites W2089253196 @default.
• W2953751569 cites W2105889057 @default.
• W2953751569 cites W2109192831 @default.
• W2953751569 cites W2113961460 @default.
• W2953751569 cites W2118401377 @default.
• W2953751569 cites W2161879536 @default.
• W2953751569 cites W2279210209 @default.
• W2953751569 cites W2316883654 @default.
• W2953751569 cites W2325742469 @default.
• W2953751569 cites W2342822214 @default.
• W2953751569 cites W2402527940 @default.
• W2953751569 cites W2409028366 @default.
• W2953751569 cites W2508429489 @default.
• W2953751569 cites W2510934300 @default.
• W2953751569 cites W2639936844 @default.
• W2953751569 cites W2704368076 @default.
• W2953751569 cites W2738279610 @default.
• W2953751569 cites W2768148056 @default.
• W2953751569 cites W2782274301 @default.
• W2953751569 cites W2790722345 @default.
• W2953751569 cites W2792224473 @default.
• W2953751569 cites W2802595503 @default.
• W2953751569 cites W2803862859 @default.
• W2953751569 cites W2803869933 @default.
• W2953751569 cites W2884022949 @default.
• W2953751569 cites W2891223819 @default.
• W2953751569 cites W2902593794 @default.
• W2953751569 cites W2905468702 @default.
• W2953751569 doi "https://doi.org/10.1016/j.autcon.2019.102886" @default.
• W2953751569 hasPublicationYear "2019" @default.
• W2953751569 type Work @default.
• W2953751569 sameAs 2953751569 @default.
• W2953751569 citedByCount "36" @default.
• W2953751569 countsByYear W29537515692019 @default.
• W2953751569 countsByYear W29537515692020 @default.
• W2953751569 countsByYear W29537515692021 @default.
• W2953751569 countsByYear W29537515692022 @default.
• W2953751569 countsByYear W29537515692023 @default.
• W2953751569 crossrefType "journal-article" @default.
• W2953751569 hasAuthorship W2953751569A5022355329 @default.
• W2953751569 hasAuthorship W2953751569A5088453668 @default.
• W2953751569 hasAuthorship W2953751569A5091163395 @default.
• W2953751569 hasConcept C107457646 @default.
• W2953751569 hasConcept C116834253 @default.
• W2953751569 hasConcept C121332964 @default.
• W2953751569 hasConcept C154945302 @default.
• W2953751569 hasConcept C15744967 @default.
• W2953751569 hasConcept C169760540 @default.
• W2953751569 hasConcept C169900460 @default.
• W2953751569 hasConcept C180747234 @default.
• W2953751569 hasConcept C21963081 @default.
• W2953751569 hasConcept C41008148 @default.
• W2953751569 hasConcept C59822182 @default.
• W2953751569 hasConcept C61797465 @default.
• W2953751569 hasConcept C62520636 @default.
• W2953751569 hasConcept C86803240 @default.
• W2953751569 hasConceptScore W2953751569C107457646 @default.
• W2953751569 hasConceptScore W2953751569C116834253 @default.
• W2953751569 hasConceptScore W2953751569C121332964 @default.
• W2953751569 hasConceptScore W2953751569C154945302 @default.
• W2953751569 hasConceptScore W2953751569C15744967 @default.
• W2953751569 hasConceptScore W2953751569C169760540 @default.
• W2953751569 hasConceptScore W2953751569C169900460 @default.
• W2953751569 hasConceptScore W2953751569C180747234 @default.
• W2953751569 hasConceptScore W2953751569C21963081 @default.
• W2953751569 hasConceptScore W2953751569C41008148 @default.
• W2953751569 hasConceptScore W2953751569C59822182 @default.
• W2953751569 hasConceptScore W2953751569C61797465 @default.
• W2953751569 hasConceptScore W2953751569C62520636 @default.
• W2953751569 hasConceptScore W2953751569C86803240 @default.
• W2953751569 hasLocation W29537515691 @default.
• W2953751569 hasOpenAccess W2953751569 @default.
• W2953751569 hasPrimaryLocation W29537515691 @default.
• W2953751569 hasRelatedWork W2044465819 @default.
• W2953751569 hasRelatedWork W2104491053 @default.
• W2953751569 hasRelatedWork W2143298813 @default.
• W2953751569 hasRelatedWork W2150872753 @default.
• W2953751569 hasRelatedWork W2492553843 @default.
• W2953751569 hasRelatedWork W2967886106 @default.
• W2953751569 hasRelatedWork W3084930950 @default.
• W2953751569 hasRelatedWork W4246426965 @default.

• next