Matches in SemOpenAlex for { <https://semopenalex.org/work/W3024512608> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3024512608 abstract "Detecting falling event from the video for providing timely assistance to the fallen person is a challenging problem in computer vision due to the absence of large-scale fall dataset and the presence of many covariate factors like varying view angle, illumination, and clothing. In this paper, to address this problem, an effective approach for fall detection has been proposed. We have developed a recurrent neural network (RNN) with LSTM architecture that models the temporal dynamics of the 2D pose information of a fallen person. Human 2D pose information, which has proven effective in analyzing fall pattern as it ignores people's body appearance and environmental information while capturing the true motion information makes the proposed model simpler and faster. Experimental results have verified that our proposed method has achieved 99.0% sensitivity on both of the benchmark datasets of fall detection FDD and URFD." @default.
- W3024512608 created "2020-05-21" @default.
- W3024512608 creator A5013833748 @default.
- W3024512608 creator A5045987842 @default.
- W3024512608 creator A5059461248 @default.
- W3024512608 date "2019-11-01" @default.
- W3024512608 modified "2023-10-05" @default.
- W3024512608 title "Robust Pose-Based Human Fall Detection Using Recurrent Neural Network" @default.
- W3024512608 cites W2028661866 @default.
- W3024512608 cites W2042568090 @default.
- W3024512608 cites W2064675550 @default.
- W3024512608 cites W2074099390 @default.
- W3024512608 cites W2076068958 @default.
- W3024512608 cites W2089916011 @default.
- W3024512608 cites W2559085405 @default.
- W3024512608 cites W2909645133 @default.
- W3024512608 cites W2914828435 @default.
- W3024512608 cites W2964241613 @default.
- W3024512608 doi "https://doi.org/10.1109/raaicon48939.2019.23" @default.
- W3024512608 hasPublicationYear "2019" @default.
- W3024512608 type Work @default.
- W3024512608 sameAs 3024512608 @default.
- W3024512608 citedByCount "17" @default.
- W3024512608 countsByYear W30245126082020 @default.
- W3024512608 countsByYear W30245126082021 @default.
- W3024512608 countsByYear W30245126082022 @default.
- W3024512608 countsByYear W30245126082023 @default.
- W3024512608 crossrefType "proceedings-article" @default.
- W3024512608 hasAuthorship W3024512608A5013833748 @default.
- W3024512608 hasAuthorship W3024512608A5045987842 @default.
- W3024512608 hasAuthorship W3024512608A5059461248 @default.
- W3024512608 hasConcept C104114177 @default.
- W3024512608 hasConcept C119857082 @default.
- W3024512608 hasConcept C121332964 @default.
- W3024512608 hasConcept C127413603 @default.
- W3024512608 hasConcept C13280743 @default.
- W3024512608 hasConcept C147168706 @default.
- W3024512608 hasConcept C153180895 @default.
- W3024512608 hasConcept C154945302 @default.
- W3024512608 hasConcept C185798385 @default.
- W3024512608 hasConcept C205649164 @default.
- W3024512608 hasConcept C21200559 @default.
- W3024512608 hasConcept C24326235 @default.
- W3024512608 hasConcept C2779662365 @default.
- W3024512608 hasConcept C31972630 @default.
- W3024512608 hasConcept C41008148 @default.
- W3024512608 hasConcept C50644808 @default.
- W3024512608 hasConcept C52102323 @default.
- W3024512608 hasConcept C62520636 @default.
- W3024512608 hasConceptScore W3024512608C104114177 @default.
- W3024512608 hasConceptScore W3024512608C119857082 @default.
- W3024512608 hasConceptScore W3024512608C121332964 @default.
- W3024512608 hasConceptScore W3024512608C127413603 @default.
- W3024512608 hasConceptScore W3024512608C13280743 @default.
- W3024512608 hasConceptScore W3024512608C147168706 @default.
- W3024512608 hasConceptScore W3024512608C153180895 @default.
- W3024512608 hasConceptScore W3024512608C154945302 @default.
- W3024512608 hasConceptScore W3024512608C185798385 @default.
- W3024512608 hasConceptScore W3024512608C205649164 @default.
- W3024512608 hasConceptScore W3024512608C21200559 @default.
- W3024512608 hasConceptScore W3024512608C24326235 @default.
- W3024512608 hasConceptScore W3024512608C2779662365 @default.
- W3024512608 hasConceptScore W3024512608C31972630 @default.
- W3024512608 hasConceptScore W3024512608C41008148 @default.
- W3024512608 hasConceptScore W3024512608C50644808 @default.
- W3024512608 hasConceptScore W3024512608C52102323 @default.
- W3024512608 hasConceptScore W3024512608C62520636 @default.
- W3024512608 hasLocation W30245126081 @default.
- W3024512608 hasOpenAccess W3024512608 @default.
- W3024512608 hasPrimaryLocation W30245126081 @default.
- W3024512608 hasRelatedWork W1968716783 @default.
- W3024512608 hasRelatedWork W2115571026 @default.
- W3024512608 hasRelatedWork W2286009621 @default.
- W3024512608 hasRelatedWork W2567319754 @default.
- W3024512608 hasRelatedWork W2736638679 @default.
- W3024512608 hasRelatedWork W3108980762 @default.
- W3024512608 hasRelatedWork W4282941460 @default.
- W3024512608 hasRelatedWork W4306804934 @default.
- W3024512608 hasRelatedWork W4313046826 @default.
- W3024512608 hasRelatedWork W54333131 @default.
- W3024512608 isParatext "false" @default.
- W3024512608 isRetracted "false" @default.
- W3024512608 magId "3024512608" @default.
- W3024512608 workType "article" @default.