Matches in SemOpenAlex for { <https://semopenalex.org/work/W2913338238> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2913338238 abstract "This paper strives for the detection of real-world anomalies such as burglaries and assaults in surveillance videos. Although anomalies are generally local, as they happen in a limited portion of the frame, none of the previous works on the subject has ever studied the contribution of locality. In this work, we explore the impact of considering spatiotemporal tubes instead of whole-frame video segments. For this purpose, we enrich existing surveillance videos with spatial and temporal annotations: it is the first dataset for anomaly detection with bounding box supervision in both its train and test set. Our experiments show that a network trained with spatiotemporal tubes performs better than its analogous model trained with whole-frame videos. In addition, we discover that the locality is robust to different kinds of errors in the tube extraction phase at test time. Finally, we demonstrate that our network can provide spatiotemporal proposals for unseen surveillance videos leveraging only video-level labels. By doing, we enlarge our spatiotemporal anomaly dataset without the need for further human labeling." @default.
- W2913338238 created "2019-02-21" @default.
- W2913338238 creator A5024508073 @default.
- W2913338238 creator A5030948871 @default.
- W2913338238 creator A5045245623 @default.
- W2913338238 date "2019-01-29" @default.
- W2913338238 modified "2023-09-27" @default.
- W2913338238 title "Anomaly Locality in Video Surveillance" @default.
- W2913338238 cites W1755205674 @default.
- W2913338238 cites W1991597092 @default.
- W2913338238 cites W2094665250 @default.
- W2913338238 cites W2117539524 @default.
- W2913338238 cites W2138092272 @default.
- W2913338238 cites W2163612318 @default.
- W2913338238 cites W2164489414 @default.
- W2913338238 cites W2507130172 @default.
- W2913338238 cites W2559927751 @default.
- W2913338238 cites W2611596598 @default.
- W2913338238 cites W2619947201 @default.
- W2913338238 cites W2758852207 @default.
- W2913338238 cites W2777342313 @default.
- W2913338238 cites W2777556841 @default.
- W2913338238 cites W2952186347 @default.
- W2913338238 cites W2963524571 @default.
- W2913338238 hasPublicationYear "2019" @default.
- W2913338238 type Work @default.
- W2913338238 sameAs 2913338238 @default.
- W2913338238 citedByCount "1" @default.
- W2913338238 countsByYear W29133382382020 @default.
- W2913338238 crossrefType "posted-content" @default.
- W2913338238 hasAuthorship W2913338238A5024508073 @default.
- W2913338238 hasAuthorship W2913338238A5030948871 @default.
- W2913338238 hasAuthorship W2913338238A5045245623 @default.
- W2913338238 hasConcept C115961682 @default.
- W2913338238 hasConcept C121332964 @default.
- W2913338238 hasConcept C126042441 @default.
- W2913338238 hasConcept C12997251 @default.
- W2913338238 hasConcept C138885662 @default.
- W2913338238 hasConcept C147037132 @default.
- W2913338238 hasConcept C153180895 @default.
- W2913338238 hasConcept C154945302 @default.
- W2913338238 hasConcept C177264268 @default.
- W2913338238 hasConcept C199360897 @default.
- W2913338238 hasConcept C26873012 @default.
- W2913338238 hasConcept C2779662365 @default.
- W2913338238 hasConcept C2779808786 @default.
- W2913338238 hasConcept C31972630 @default.
- W2913338238 hasConcept C41008148 @default.
- W2913338238 hasConcept C41895202 @default.
- W2913338238 hasConcept C62520636 @default.
- W2913338238 hasConcept C63584917 @default.
- W2913338238 hasConcept C739882 @default.
- W2913338238 hasConcept C76155785 @default.
- W2913338238 hasConceptScore W2913338238C115961682 @default.
- W2913338238 hasConceptScore W2913338238C121332964 @default.
- W2913338238 hasConceptScore W2913338238C126042441 @default.
- W2913338238 hasConceptScore W2913338238C12997251 @default.
- W2913338238 hasConceptScore W2913338238C138885662 @default.
- W2913338238 hasConceptScore W2913338238C147037132 @default.
- W2913338238 hasConceptScore W2913338238C153180895 @default.
- W2913338238 hasConceptScore W2913338238C154945302 @default.
- W2913338238 hasConceptScore W2913338238C177264268 @default.
- W2913338238 hasConceptScore W2913338238C199360897 @default.
- W2913338238 hasConceptScore W2913338238C26873012 @default.
- W2913338238 hasConceptScore W2913338238C2779662365 @default.
- W2913338238 hasConceptScore W2913338238C2779808786 @default.
- W2913338238 hasConceptScore W2913338238C31972630 @default.
- W2913338238 hasConceptScore W2913338238C41008148 @default.
- W2913338238 hasConceptScore W2913338238C41895202 @default.
- W2913338238 hasConceptScore W2913338238C62520636 @default.
- W2913338238 hasConceptScore W2913338238C63584917 @default.
- W2913338238 hasConceptScore W2913338238C739882 @default.
- W2913338238 hasConceptScore W2913338238C76155785 @default.
- W2913338238 hasLocation W29133382381 @default.
- W2913338238 hasOpenAccess W2913338238 @default.
- W2913338238 hasPrimaryLocation W29133382381 @default.
- W2913338238 hasRelatedWork W2606538621 @default.
- W2913338238 hasRelatedWork W2767990578 @default.
- W2913338238 hasRelatedWork W2946717948 @default.
- W2913338238 hasRelatedWork W2949217168 @default.
- W2913338238 hasRelatedWork W2951718857 @default.
- W2913338238 hasRelatedWork W2951921782 @default.
- W2913338238 hasRelatedWork W2963795951 @default.
- W2913338238 hasRelatedWork W2966954346 @default.
- W2913338238 hasRelatedWork W3001935639 @default.
- W2913338238 hasRelatedWork W3007303524 @default.
- W2913338238 hasRelatedWork W3009965052 @default.
- W2913338238 hasRelatedWork W3015821389 @default.
- W2913338238 hasRelatedWork W3042917748 @default.
- W2913338238 hasRelatedWork W3080722105 @default.
- W2913338238 hasRelatedWork W3120503799 @default.
- W2913338238 hasRelatedWork W3122756477 @default.
- W2913338238 hasRelatedWork W3138834599 @default.
- W2913338238 hasRelatedWork W3167336747 @default.
- W2913338238 hasRelatedWork W3168749219 @default.
- W2913338238 hasRelatedWork W3173702987 @default.
- W2913338238 isParatext "false" @default.
- W2913338238 isRetracted "false" @default.
- W2913338238 magId "2913338238" @default.
- W2913338238 workType "article" @default.