Matches in SemOpenAlex for { <https://semopenalex.org/work/W1971293974> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W1971293974 abstract "We propose a new learning method which exploits temporal consistency to successfully learn a complex appearance model from a sparsely labeled training video. Our approach consists in iteratively improving an appearance-based model built with a Boosting procedure, and the reconstruction of trajectories corresponding to the motion of multiple targets. We demonstrate the efficiency of our procedure on pedestrian detection in videos and cell detection in microscopy image sequences. In both cases, our method is demonstrated to reduce the labeling requirement by one to two orders of magnitude. We show that in some instances, our method trained with sparse labels on a video sequence is able to outperform a standard learning procedure trained with the fully labeled sequence." @default.
- W1971293974 created "2016-06-24" @default.
- W1971293974 creator A5024483739 @default.
- W1971293974 creator A5063211934 @default.
- W1971293974 creator A5065488259 @default.
- W1971293974 date "2011-06-01" @default.
- W1971293974 modified "2023-09-30" @default.
- W1971293974 title "FlowBoost — Appearance learning from sparsely annotated video" @default.
- W1971293974 cites W2097089247 @default.
- W1971293974 cites W2097860170 @default.
- W1971293974 cites W2111316763 @default.
- W1971293974 cites W2149997693 @default.
- W1971293974 cites W2171243491 @default.
- W1971293974 doi "https://doi.org/10.1109/cvpr.2011.5995403" @default.
- W1971293974 hasPublicationYear "2011" @default.
- W1971293974 type Work @default.
- W1971293974 sameAs 1971293974 @default.
- W1971293974 citedByCount "31" @default.
- W1971293974 countsByYear W19712939742012 @default.
- W1971293974 countsByYear W19712939742013 @default.
- W1971293974 countsByYear W19712939742014 @default.
- W1971293974 countsByYear W19712939742015 @default.
- W1971293974 countsByYear W19712939742016 @default.
- W1971293974 countsByYear W19712939742017 @default.
- W1971293974 countsByYear W19712939742018 @default.
- W1971293974 countsByYear W19712939742019 @default.
- W1971293974 countsByYear W19712939742020 @default.
- W1971293974 crossrefType "proceedings-article" @default.
- W1971293974 hasAuthorship W1971293974A5024483739 @default.
- W1971293974 hasAuthorship W1971293974A5063211934 @default.
- W1971293974 hasAuthorship W1971293974A5065488259 @default.
- W1971293974 hasBestOaLocation W19712939742 @default.
- W1971293974 hasConcept C153180895 @default.
- W1971293974 hasConcept C154945302 @default.
- W1971293974 hasConcept C165696696 @default.
- W1971293974 hasConcept C2776436953 @default.
- W1971293974 hasConcept C2778112365 @default.
- W1971293974 hasConcept C31972630 @default.
- W1971293974 hasConcept C38652104 @default.
- W1971293974 hasConcept C41008148 @default.
- W1971293974 hasConcept C46686674 @default.
- W1971293974 hasConcept C54355233 @default.
- W1971293974 hasConcept C86803240 @default.
- W1971293974 hasConceptScore W1971293974C153180895 @default.
- W1971293974 hasConceptScore W1971293974C154945302 @default.
- W1971293974 hasConceptScore W1971293974C165696696 @default.
- W1971293974 hasConceptScore W1971293974C2776436953 @default.
- W1971293974 hasConceptScore W1971293974C2778112365 @default.
- W1971293974 hasConceptScore W1971293974C31972630 @default.
- W1971293974 hasConceptScore W1971293974C38652104 @default.
- W1971293974 hasConceptScore W1971293974C41008148 @default.
- W1971293974 hasConceptScore W1971293974C46686674 @default.
- W1971293974 hasConceptScore W1971293974C54355233 @default.
- W1971293974 hasConceptScore W1971293974C86803240 @default.
- W1971293974 hasLocation W19712939741 @default.
- W1971293974 hasLocation W19712939742 @default.
- W1971293974 hasOpenAccess W1971293974 @default.
- W1971293974 hasPrimaryLocation W19712939741 @default.
- W1971293974 hasRelatedWork W1999912783 @default.
- W1971293974 hasRelatedWork W2003125512 @default.
- W1971293974 hasRelatedWork W2010832783 @default.
- W1971293974 hasRelatedWork W2026121273 @default.
- W1971293974 hasRelatedWork W2085340446 @default.
- W1971293974 hasRelatedWork W2108043611 @default.
- W1971293974 hasRelatedWork W2108142468 @default.
- W1971293974 hasRelatedWork W2111662190 @default.
- W1971293974 hasRelatedWork W2155103040 @default.
- W1971293974 hasRelatedWork W1930011471 @default.
- W1971293974 isParatext "false" @default.
- W1971293974 isRetracted "false" @default.
- W1971293974 magId "1971293974" @default.
- W1971293974 workType "article" @default.