FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385978197> ?p ?o ?g. }

• W4385978197 endingPage "9384" @default.
• W4385978197 startingPage "9384" @default.
• W4385978197 abstract "The accurate detection and recognition of human actions play a pivotal role in aerial surveillance, enabling the identification of potential threats and suspicious behavior. Several approaches have been presented to address this problem, but the limitation still remains in devising an accurate and robust solution. To this end, this paper presents an effective action recognition framework for aerial surveillance, employing the YOLOv8-Pose keypoints extraction algorithm and a customized sequential ConvLSTM (Convolutional Long Short-Term Memory) model for classifying the action. We performed a detailed experimental evaluation and comparison on the publicly available Drone Action dataset. The evaluation and comparison of the proposed framework with several existing approaches on the publicly available Drone Action dataset demonstrate its effectiveness, achieving a very encouraging performance. The overall accuracy of the framework on three provided dataset splits is 74%, 80%, and 70%, with a mean accuracy of 74.67%. Indeed, the proposed system effectively captures the spatial and temporal dynamics of human actions, providing a robust solution for aerial action recognition." @default.
• W4385978197 created "2023-08-19" @default.
• W4385978197 creator A5003573517 @default.
• W4385978197 creator A5024879706 @default.
• W4385978197 creator A5046947641 @default.
• W4385978197 creator A5071160585 @default.
• W4385978197 creator A5072669808 @default.
• W4385978197 date "2023-08-18" @default.
• W4385978197 modified "2023-10-14" @default.
• W4385978197 title "Body-Pose-Guided Action Recognition with Convolutional Long Short-Term Memory (LSTM) in Aerial Videos" @default.
• W4385978197 cites W2194775991 @default.
• W4385978197 cites W2625286981 @default.
• W4385978197 cites W2884696388 @default.
• W4385978197 cites W2892046417 @default.
• W4385978197 cites W2912735527 @default.
• W4385978197 cites W2979723138 @default.
• W4385978197 cites W2990501806 @default.
• W4385978197 cites W2990949296 @default.
• W4385978197 cites W3034996364 @default.
• W4385978197 cites W3036534532 @default.
• W4385978197 cites W3094795122 @default.
• W4385978197 cites W3134909472 @default.
• W4385978197 cites W3135191333 @default.
• W4385978197 cites W3136257968 @default.
• W4385978197 cites W3146918276 @default.
• W4385978197 cites W3147072379 @default.
• W4385978197 cites W3160967194 @default.
• W4385978197 cites W3170480636 @default.
• W4385978197 cites W3173590174 @default.
• W4385978197 cites W3208968656 @default.
• W4385978197 cites W3217235291 @default.
• W4385978197 cites W4200301490 @default.
• W4385978197 cites W4214589115 @default.
• W4385978197 cites W4220738400 @default.
• W4385978197 cites W4225278894 @default.
• W4385978197 cites W4283377841 @default.
• W4385978197 cites W4295957147 @default.
• W4385978197 cites W4296642354 @default.
• W4385978197 cites W4307437114 @default.
• W4385978197 cites W4312263092 @default.
• W4385978197 cites W4313193611 @default.
• W4385978197 cites W4313573916 @default.
• W4385978197 cites W4383108418 @default.
• W4385978197 doi "https://doi.org/10.3390/app13169384" @default.
• W4385978197 hasPublicationYear "2023" @default.
• W4385978197 type Work @default.
• W4385978197 citedByCount "0" @default.
• W4385978197 crossrefType "journal-article" @default.
• W4385978197 hasAuthorship W4385978197A5003573517 @default.
• W4385978197 hasAuthorship W4385978197A5024879706 @default.
• W4385978197 hasAuthorship W4385978197A5046947641 @default.
• W4385978197 hasAuthorship W4385978197A5071160585 @default.
• W4385978197 hasAuthorship W4385978197A5072669808 @default.
• W4385978197 hasBestOaLocation W43859781971 @default.
• W4385978197 hasConcept C119857082 @default.
• W4385978197 hasConcept C121332964 @default.
• W4385978197 hasConcept C133488467 @default.
• W4385978197 hasConcept C147168706 @default.
• W4385978197 hasConcept C153180895 @default.
• W4385978197 hasConcept C154945302 @default.
• W4385978197 hasConcept C2777212361 @default.
• W4385978197 hasConcept C2780791683 @default.
• W4385978197 hasConcept C2987819851 @default.
• W4385978197 hasConcept C2987834672 @default.
• W4385978197 hasConcept C41008148 @default.
• W4385978197 hasConcept C50644808 @default.
• W4385978197 hasConcept C54355233 @default.
• W4385978197 hasConcept C59519942 @default.
• W4385978197 hasConcept C61797465 @default.
• W4385978197 hasConcept C62520636 @default.
• W4385978197 hasConcept C86803240 @default.
• W4385978197 hasConceptScore W4385978197C119857082 @default.
• W4385978197 hasConceptScore W4385978197C121332964 @default.
• W4385978197 hasConceptScore W4385978197C133488467 @default.
• W4385978197 hasConceptScore W4385978197C147168706 @default.
• W4385978197 hasConceptScore W4385978197C153180895 @default.
• W4385978197 hasConceptScore W4385978197C154945302 @default.
• W4385978197 hasConceptScore W4385978197C2777212361 @default.
• W4385978197 hasConceptScore W4385978197C2780791683 @default.
• W4385978197 hasConceptScore W4385978197C2987819851 @default.
• W4385978197 hasConceptScore W4385978197C2987834672 @default.
• W4385978197 hasConceptScore W4385978197C41008148 @default.
• W4385978197 hasConceptScore W4385978197C50644808 @default.
• W4385978197 hasConceptScore W4385978197C54355233 @default.
• W4385978197 hasConceptScore W4385978197C59519942 @default.
• W4385978197 hasConceptScore W4385978197C61797465 @default.
• W4385978197 hasConceptScore W4385978197C62520636 @default.
• W4385978197 hasConceptScore W4385978197C86803240 @default.
• W4385978197 hasFunder F4320322799 @default.
• W4385978197 hasIssue "16" @default.
• W4385978197 hasLocation W43859781971 @default.
• W4385978197 hasOpenAccess W4385978197 @default.
• W4385978197 hasPrimaryLocation W43859781971 @default.
• W4385978197 hasRelatedWork W2550606961 @default.
• W4385978197 hasRelatedWork W3097389899 @default.
• W4385978197 hasRelatedWork W3206445629 @default.
• W4385978197 hasRelatedWork W4226451735 @default.
• W4385978197 hasRelatedWork W4229448053 @default.

• next