Matches in SemOpenAlex for { <https://semopenalex.org/work/W2131042978> ?p ?o ?g. }
- W2131042978 abstract "Action recognition in uncontrolled video is an important and challenging computer vision problem. Recent progress in this area is due to new local features and models that capture spatio-temporal structure between local features, or human-object interactions. Instead of working towards more complex models, we focus on the low-level features and their encoding. We evaluate the use of Fisher vectors as an alternative to bag-of-word histograms to aggregate a small set of state-of-the-art low-level descriptors, in combination with linear classifiers. We present a large and varied set of evaluations, considering (i) classification of short actions in five datasets, (ii) localization of such actions in feature-length movies, and (iii) large-scale recognition of complex events. We find that for basic action recognition and localization MBH features alone are enough for state-of-the-art performance. For complex events we find that SIFT and MFCC features provide complementary cues. On all three problems we obtain state-of-the-art results, while using fewer features and less complex models." @default.
- W2131042978 created "2016-06-24" @default.
- W2131042978 creator A5013389452 @default.
- W2131042978 creator A5040312210 @default.
- W2131042978 creator A5045217258 @default.
- W2131042978 date "2013-12-01" @default.
- W2131042978 modified "2023-09-29" @default.
- W2131042978 title "Action and Event Recognition with Fisher Vectors on a Compact Feature Set" @default.
- W2131042978 cites W195163846 @default.
- W2131042978 cites W1966385142 @default.
- W2131042978 cites W1976921161 @default.
- W2131042978 cites W1981781955 @default.
- W2131042978 cites W1989560997 @default.
- W2131042978 cites W1993229407 @default.
- W2131042978 cites W1996904744 @default.
- W2131042978 cites W1999192586 @default.
- W2131042978 cites W2027020658 @default.
- W2131042978 cites W2031489346 @default.
- W2131042978 cites W2032982774 @default.
- W2131042978 cites W2038597090 @default.
- W2131042978 cites W2058537326 @default.
- W2131042978 cites W2068611653 @default.
- W2131042978 cites W2080506076 @default.
- W2131042978 cites W2105101328 @default.
- W2131042978 cites W2126579184 @default.
- W2131042978 cites W2129666410 @default.
- W2131042978 cites W2131846894 @default.
- W2131042978 cites W2138714266 @default.
- W2131042978 cites W2141939040 @default.
- W2131042978 cites W2142194269 @default.
- W2131042978 cites W2142258645 @default.
- W2131042978 cites W2151103935 @default.
- W2131042978 cites W2158076255 @default.
- W2131042978 cites W2162915993 @default.
- W2131042978 cites W2163292664 @default.
- W2131042978 cites W2169393274 @default.
- W2131042978 cites W2535977253 @default.
- W2131042978 cites W4205267278 @default.
- W2131042978 cites W4249279051 @default.
- W2131042978 doi "https://doi.org/10.1109/iccv.2013.228" @default.
- W2131042978 hasPublicationYear "2013" @default.
- W2131042978 type Work @default.
- W2131042978 sameAs 2131042978 @default.
- W2131042978 citedByCount "326" @default.
- W2131042978 countsByYear W21310429782013 @default.
- W2131042978 countsByYear W21310429782014 @default.
- W2131042978 countsByYear W21310429782015 @default.
- W2131042978 countsByYear W21310429782016 @default.
- W2131042978 countsByYear W21310429782017 @default.
- W2131042978 countsByYear W21310429782018 @default.
- W2131042978 countsByYear W21310429782019 @default.
- W2131042978 countsByYear W21310429782020 @default.
- W2131042978 countsByYear W21310429782021 @default.
- W2131042978 countsByYear W21310429782022 @default.
- W2131042978 countsByYear W21310429782023 @default.
- W2131042978 crossrefType "proceedings-article" @default.
- W2131042978 hasAuthorship W2131042978A5013389452 @default.
- W2131042978 hasAuthorship W2131042978A5040312210 @default.
- W2131042978 hasAuthorship W2131042978A5045217258 @default.
- W2131042978 hasBestOaLocation W21310429782 @default.
- W2131042978 hasConcept C115961682 @default.
- W2131042978 hasConcept C121332964 @default.
- W2131042978 hasConcept C125411270 @default.
- W2131042978 hasConcept C13672336 @default.
- W2131042978 hasConcept C138885662 @default.
- W2131042978 hasConcept C153180895 @default.
- W2131042978 hasConcept C154945302 @default.
- W2131042978 hasConcept C159985019 @default.
- W2131042978 hasConcept C177264268 @default.
- W2131042978 hasConcept C192562407 @default.
- W2131042978 hasConcept C199360897 @default.
- W2131042978 hasConcept C2776401178 @default.
- W2131042978 hasConcept C2779662365 @default.
- W2131042978 hasConcept C2781238097 @default.
- W2131042978 hasConcept C41008148 @default.
- W2131042978 hasConcept C41895202 @default.
- W2131042978 hasConcept C4679612 @default.
- W2131042978 hasConcept C52622490 @default.
- W2131042978 hasConcept C53533937 @default.
- W2131042978 hasConcept C61265191 @default.
- W2131042978 hasConcept C62520636 @default.
- W2131042978 hasConcept C64876066 @default.
- W2131042978 hasConcept C83665646 @default.
- W2131042978 hasConceptScore W2131042978C115961682 @default.
- W2131042978 hasConceptScore W2131042978C121332964 @default.
- W2131042978 hasConceptScore W2131042978C125411270 @default.
- W2131042978 hasConceptScore W2131042978C13672336 @default.
- W2131042978 hasConceptScore W2131042978C138885662 @default.
- W2131042978 hasConceptScore W2131042978C153180895 @default.
- W2131042978 hasConceptScore W2131042978C154945302 @default.
- W2131042978 hasConceptScore W2131042978C159985019 @default.
- W2131042978 hasConceptScore W2131042978C177264268 @default.
- W2131042978 hasConceptScore W2131042978C192562407 @default.
- W2131042978 hasConceptScore W2131042978C199360897 @default.
- W2131042978 hasConceptScore W2131042978C2776401178 @default.
- W2131042978 hasConceptScore W2131042978C2779662365 @default.
- W2131042978 hasConceptScore W2131042978C2781238097 @default.
- W2131042978 hasConceptScore W2131042978C41008148 @default.
- W2131042978 hasConceptScore W2131042978C41895202 @default.
- W2131042978 hasConceptScore W2131042978C4679612 @default.