Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313060749> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4313060749 abstract "The paper proposes a video transformer architecture for detection of risk events on frail adults with ego video monitoring data. First we introduce an extended taxonomy for risk events, and then we propose a transformer based video recognition model for detection of these risk events. The proposed transformer architecture consists of separable attention for spatial and temporal data. We also introduce a pooling operation on the temporal video data by learning of their importance. The experiments have been conducted on visual data of in-the-wild recorded BIRDS dataset and on Kinetics-400 for benchmarking. The use of the pooling operation in transformers gives an increment of 3% on BIRDS dataset." @default.
- W4313060749 created "2023-01-06" @default.
- W4313060749 creator A5038189132 @default.
- W4313060749 creator A5042533945 @default.
- W4313060749 creator A5066723376 @default.
- W4313060749 creator A5071640844 @default.
- W4313060749 creator A5079272068 @default.
- W4313060749 creator A5084035589 @default.
- W4313060749 creator A5089758511 @default.
- W4313060749 date "2022-08-21" @default.
- W4313060749 modified "2023-10-16" @default.
- W4313060749 title "Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data" @default.
- W4313060749 cites W1522734439 @default.
- W4313060749 cites W1983364832 @default.
- W4313060749 cites W2064675550 @default.
- W4313060749 cites W2141230909 @default.
- W4313060749 cites W2157331557 @default.
- W4313060749 cites W2332833656 @default.
- W4313060749 cites W2413641397 @default.
- W4313060749 cites W2417770962 @default.
- W4313060749 cites W2558762441 @default.
- W4313060749 cites W2951627064 @default.
- W4313060749 cites W2963091558 @default.
- W4313060749 cites W2963524571 @default.
- W4313060749 cites W2981327183 @default.
- W4313060749 cites W2984287396 @default.
- W4313060749 cites W3025469716 @default.
- W4313060749 cites W3034572008 @default.
- W4313060749 cites W3089578393 @default.
- W4313060749 cites W3126767571 @default.
- W4313060749 cites W3172509117 @default.
- W4313060749 cites W3174615087 @default.
- W4313060749 cites W3175052625 @default.
- W4313060749 cites W3175357208 @default.
- W4313060749 cites W3184369217 @default.
- W4313060749 cites W4214516465 @default.
- W4313060749 cites W4214612132 @default.
- W4313060749 cites W4214614183 @default.
- W4313060749 cites W4254232057 @default.
- W4313060749 doi "https://doi.org/10.1109/icpr56361.2022.9956675" @default.
- W4313060749 hasPublicationYear "2022" @default.
- W4313060749 type Work @default.
- W4313060749 citedByCount "0" @default.
- W4313060749 crossrefType "proceedings-article" @default.
- W4313060749 hasAuthorship W4313060749A5038189132 @default.
- W4313060749 hasAuthorship W4313060749A5042533945 @default.
- W4313060749 hasAuthorship W4313060749A5066723376 @default.
- W4313060749 hasAuthorship W4313060749A5071640844 @default.
- W4313060749 hasAuthorship W4313060749A5079272068 @default.
- W4313060749 hasAuthorship W4313060749A5084035589 @default.
- W4313060749 hasAuthorship W4313060749A5089758511 @default.
- W4313060749 hasConcept C119599485 @default.
- W4313060749 hasConcept C119857082 @default.
- W4313060749 hasConcept C123657996 @default.
- W4313060749 hasConcept C127413603 @default.
- W4313060749 hasConcept C144133560 @default.
- W4313060749 hasConcept C154945302 @default.
- W4313060749 hasConcept C162853370 @default.
- W4313060749 hasConcept C165801399 @default.
- W4313060749 hasConcept C166957645 @default.
- W4313060749 hasConcept C205649164 @default.
- W4313060749 hasConcept C41008148 @default.
- W4313060749 hasConcept C66322947 @default.
- W4313060749 hasConcept C70437156 @default.
- W4313060749 hasConcept C86251818 @default.
- W4313060749 hasConceptScore W4313060749C119599485 @default.
- W4313060749 hasConceptScore W4313060749C119857082 @default.
- W4313060749 hasConceptScore W4313060749C123657996 @default.
- W4313060749 hasConceptScore W4313060749C127413603 @default.
- W4313060749 hasConceptScore W4313060749C144133560 @default.
- W4313060749 hasConceptScore W4313060749C154945302 @default.
- W4313060749 hasConceptScore W4313060749C162853370 @default.
- W4313060749 hasConceptScore W4313060749C165801399 @default.
- W4313060749 hasConceptScore W4313060749C166957645 @default.
- W4313060749 hasConceptScore W4313060749C205649164 @default.
- W4313060749 hasConceptScore W4313060749C41008148 @default.
- W4313060749 hasConceptScore W4313060749C66322947 @default.
- W4313060749 hasConceptScore W4313060749C70437156 @default.
- W4313060749 hasConceptScore W4313060749C86251818 @default.
- W4313060749 hasLocation W43130607491 @default.
- W4313060749 hasOpenAccess W4313060749 @default.
- W4313060749 hasPrimaryLocation W43130607491 @default.
- W4313060749 hasRelatedWork W1848359393 @default.
- W4313060749 hasRelatedWork W2127025027 @default.
- W4313060749 hasRelatedWork W2155350564 @default.
- W4313060749 hasRelatedWork W2961085424 @default.
- W4313060749 hasRelatedWork W2999063186 @default.
- W4313060749 hasRelatedWork W3009603553 @default.
- W4313060749 hasRelatedWork W3093454656 @default.
- W4313060749 hasRelatedWork W4252617674 @default.
- W4313060749 hasRelatedWork W4296990061 @default.
- W4313060749 hasRelatedWork W4306674287 @default.
- W4313060749 isParatext "false" @default.
- W4313060749 isRetracted "false" @default.
- W4313060749 workType "article" @default.