Matches in SemOpenAlex for { <https://semopenalex.org/work/W2798492392> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2798492392 abstract "Correlation filter (CF) based trackers are currently ranked top in terms of their performances. Nevertheless, only some of them, such as KCF~cite{henriques15} and MKCF~cite{tangm15}, are able to exploit the powerful discriminability of non-linear kernels. Although MKCF achieves more powerful discriminability than KCF through introducing multi-kernel learning (MKL) into KCF, its improvement over KCF is quite limited and its computational burden increases significantly in comparison with KCF. In this paper, we will introduce the MKL into KCF in a different way than MKCF. We reformulate the MKL version of CF objective function with its upper bound, alleviating the negative mutual interference of different kernels significantly. Our novel MKCF tracker, MKCFup, outperforms KCF and MKCF with large margins and can still work at very high fps. Extensive experiments on public datasets show that our method is superior to state-of-the-art algorithms for target objects of small move at very high speed." @default.
- W2798492392 created "2018-05-07" @default.
- W2798492392 creator A5000205902 @default.
- W2798492392 creator A5029537134 @default.
- W2798492392 creator A5058420913 @default.
- W2798492392 creator A5083148882 @default.
- W2798492392 date "2018-06-17" @default.
- W2798492392 modified "2023-09-25" @default.
- W2798492392 title "High-speed Tracking with Multi-kernel Correlation Filters" @default.
- W2798492392 doi "https://doi.org/10.48550/arxiv.1806.06418" @default.
- W2798492392 hasPublicationYear "2018" @default.
- W2798492392 type Work @default.
- W2798492392 sameAs 2798492392 @default.
- W2798492392 citedByCount "1" @default.
- W2798492392 countsByYear W27984923922019 @default.
- W2798492392 crossrefType "posted-content" @default.
- W2798492392 hasAuthorship W2798492392A5000205902 @default.
- W2798492392 hasAuthorship W2798492392A5029537134 @default.
- W2798492392 hasAuthorship W2798492392A5058420913 @default.
- W2798492392 hasAuthorship W2798492392A5083148882 @default.
- W2798492392 hasBestOaLocation W27984923921 @default.
- W2798492392 hasConcept C106131492 @default.
- W2798492392 hasConcept C11413529 @default.
- W2798492392 hasConcept C114614502 @default.
- W2798492392 hasConcept C117220453 @default.
- W2798492392 hasConcept C14036430 @default.
- W2798492392 hasConcept C153180895 @default.
- W2798492392 hasConcept C154945302 @default.
- W2798492392 hasConcept C15744967 @default.
- W2798492392 hasConcept C19417346 @default.
- W2798492392 hasConcept C2524010 @default.
- W2798492392 hasConcept C2775936607 @default.
- W2798492392 hasConcept C31972630 @default.
- W2798492392 hasConcept C33923547 @default.
- W2798492392 hasConcept C41008148 @default.
- W2798492392 hasConcept C56461940 @default.
- W2798492392 hasConcept C57501372 @default.
- W2798492392 hasConcept C74193536 @default.
- W2798492392 hasConcept C78458016 @default.
- W2798492392 hasConcept C86803240 @default.
- W2798492392 hasConceptScore W2798492392C106131492 @default.
- W2798492392 hasConceptScore W2798492392C11413529 @default.
- W2798492392 hasConceptScore W2798492392C114614502 @default.
- W2798492392 hasConceptScore W2798492392C117220453 @default.
- W2798492392 hasConceptScore W2798492392C14036430 @default.
- W2798492392 hasConceptScore W2798492392C153180895 @default.
- W2798492392 hasConceptScore W2798492392C154945302 @default.
- W2798492392 hasConceptScore W2798492392C15744967 @default.
- W2798492392 hasConceptScore W2798492392C19417346 @default.
- W2798492392 hasConceptScore W2798492392C2524010 @default.
- W2798492392 hasConceptScore W2798492392C2775936607 @default.
- W2798492392 hasConceptScore W2798492392C31972630 @default.
- W2798492392 hasConceptScore W2798492392C33923547 @default.
- W2798492392 hasConceptScore W2798492392C41008148 @default.
- W2798492392 hasConceptScore W2798492392C56461940 @default.
- W2798492392 hasConceptScore W2798492392C57501372 @default.
- W2798492392 hasConceptScore W2798492392C74193536 @default.
- W2798492392 hasConceptScore W2798492392C78458016 @default.
- W2798492392 hasConceptScore W2798492392C86803240 @default.
- W2798492392 hasLocation W27984923921 @default.
- W2798492392 hasOpenAccess W2798492392 @default.
- W2798492392 hasPrimaryLocation W27984923921 @default.
- W2798492392 hasRelatedWork W2110459882 @default.
- W2798492392 hasRelatedWork W2593410317 @default.
- W2798492392 hasRelatedWork W2900018251 @default.
- W2798492392 hasRelatedWork W2963794146 @default.
- W2798492392 hasRelatedWork W3036550512 @default.
- W2798492392 hasRelatedWork W3117579743 @default.
- W2798492392 hasRelatedWork W3121476372 @default.
- W2798492392 hasRelatedWork W4214506192 @default.
- W2798492392 hasRelatedWork W4312791623 @default.
- W2798492392 hasRelatedWork W4313644475 @default.
- W2798492392 isParatext "false" @default.
- W2798492392 isRetracted "false" @default.
- W2798492392 magId "2798492392" @default.
- W2798492392 workType "article" @default.