Matches in SemOpenAlex for { <https://semopenalex.org/work/W2124384194> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2124384194 abstract "This work presents a discriminative training method for particle filters in the context of multi-object tracking. We are motivated by the difficulty of hand-tuning the many model parameters for such applications and also by results in many application domains indicating that discriminative training is often superior to generative training methods. Our learning approach is tightly integrated into the actual inference process of the filter and attempts to directly optimize the filter parameters in response to observed errors. We present experimental results in the challenging domain of American football where our filter is trained to track all 22 players throughout football plays. The training method is shown to significantly improve performance of the tracker and to significantly outperform two recent particle-based multi-object tracking methods." @default.
- W2124384194 created "2016-06-24" @default.
- W2124384194 creator A5030052689 @default.
- W2124384194 creator A5074196720 @default.
- W2124384194 date "2009-06-01" @default.
- W2124384194 modified "2023-10-18" @default.
- W2124384194 title "Discriminatively trained particle filters for complex multi-object tracking" @default.
- W2124384194 cites W2008652694 @default.
- W2124384194 cites W2092577148 @default.
- W2124384194 cites W2104917081 @default.
- W2124384194 cites W2113926057 @default.
- W2124384194 cites W2117793845 @default.
- W2124384194 cites W2128042633 @default.
- W2124384194 cites W2134071581 @default.
- W2124384194 cites W2144002870 @default.
- W2124384194 cites W2429914308 @default.
- W2124384194 cites W2010624529 @default.
- W2124384194 doi "https://doi.org/10.1109/cvpr.2009.5206801" @default.
- W2124384194 hasPublicationYear "2009" @default.
- W2124384194 type Work @default.
- W2124384194 sameAs 2124384194 @default.
- W2124384194 citedByCount "91" @default.
- W2124384194 countsByYear W21243841942012 @default.
- W2124384194 countsByYear W21243841942013 @default.
- W2124384194 countsByYear W21243841942014 @default.
- W2124384194 countsByYear W21243841942015 @default.
- W2124384194 countsByYear W21243841942016 @default.
- W2124384194 countsByYear W21243841942017 @default.
- W2124384194 countsByYear W21243841942018 @default.
- W2124384194 countsByYear W21243841942019 @default.
- W2124384194 countsByYear W21243841942020 @default.
- W2124384194 crossrefType "proceedings-article" @default.
- W2124384194 hasAuthorship W2124384194A5030052689 @default.
- W2124384194 hasAuthorship W2124384194A5074196720 @default.
- W2124384194 hasBestOaLocation W21243841942 @default.
- W2124384194 hasConcept C106131492 @default.
- W2124384194 hasConcept C111919701 @default.
- W2124384194 hasConcept C119857082 @default.
- W2124384194 hasConcept C134306372 @default.
- W2124384194 hasConcept C151730666 @default.
- W2124384194 hasConcept C154945302 @default.
- W2124384194 hasConcept C15744967 @default.
- W2124384194 hasConcept C19417346 @default.
- W2124384194 hasConcept C202474056 @default.
- W2124384194 hasConcept C2775936607 @default.
- W2124384194 hasConcept C2776214188 @default.
- W2124384194 hasConcept C2779343474 @default.
- W2124384194 hasConcept C2781238097 @default.
- W2124384194 hasConcept C31972630 @default.
- W2124384194 hasConcept C33923547 @default.
- W2124384194 hasConcept C36503486 @default.
- W2124384194 hasConcept C39890363 @default.
- W2124384194 hasConcept C41008148 @default.
- W2124384194 hasConcept C52421305 @default.
- W2124384194 hasConcept C86803240 @default.
- W2124384194 hasConcept C97931131 @default.
- W2124384194 hasConcept C98045186 @default.
- W2124384194 hasConceptScore W2124384194C106131492 @default.
- W2124384194 hasConceptScore W2124384194C111919701 @default.
- W2124384194 hasConceptScore W2124384194C119857082 @default.
- W2124384194 hasConceptScore W2124384194C134306372 @default.
- W2124384194 hasConceptScore W2124384194C151730666 @default.
- W2124384194 hasConceptScore W2124384194C154945302 @default.
- W2124384194 hasConceptScore W2124384194C15744967 @default.
- W2124384194 hasConceptScore W2124384194C19417346 @default.
- W2124384194 hasConceptScore W2124384194C202474056 @default.
- W2124384194 hasConceptScore W2124384194C2775936607 @default.
- W2124384194 hasConceptScore W2124384194C2776214188 @default.
- W2124384194 hasConceptScore W2124384194C2779343474 @default.
- W2124384194 hasConceptScore W2124384194C2781238097 @default.
- W2124384194 hasConceptScore W2124384194C31972630 @default.
- W2124384194 hasConceptScore W2124384194C33923547 @default.
- W2124384194 hasConceptScore W2124384194C36503486 @default.
- W2124384194 hasConceptScore W2124384194C39890363 @default.
- W2124384194 hasConceptScore W2124384194C41008148 @default.
- W2124384194 hasConceptScore W2124384194C52421305 @default.
- W2124384194 hasConceptScore W2124384194C86803240 @default.
- W2124384194 hasConceptScore W2124384194C97931131 @default.
- W2124384194 hasConceptScore W2124384194C98045186 @default.
- W2124384194 hasLocation W21243841941 @default.
- W2124384194 hasLocation W21243841942 @default.
- W2124384194 hasOpenAccess W2124384194 @default.
- W2124384194 hasPrimaryLocation W21243841941 @default.
- W2124384194 hasRelatedWork W1482242411 @default.
- W2124384194 hasRelatedWork W1497101000 @default.
- W2124384194 hasRelatedWork W1955388589 @default.
- W2124384194 hasRelatedWork W2011286667 @default.
- W2124384194 hasRelatedWork W2385949326 @default.
- W2124384194 hasRelatedWork W2422898642 @default.
- W2124384194 hasRelatedWork W2463433614 @default.
- W2124384194 hasRelatedWork W2534746541 @default.
- W2124384194 hasRelatedWork W2789220062 @default.
- W2124384194 hasRelatedWork W4307010368 @default.
- W2124384194 isParatext "false" @default.
- W2124384194 isRetracted "false" @default.
- W2124384194 magId "2124384194" @default.
- W2124384194 workType "article" @default.