Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893787527> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2893787527 abstract "Spatially regularised discriminative correlation filters (SRDCFs) introduce spatial regularisation weights to mitigate the boundary effects caused by circular convolution which obtains superior performance. However, spatial regularisation is computationally expensive; this limits the real-time performance of SRDCF. This study proposes high-speed spatial constraint to DCFs (HSCDCFs) for tracking. Using a large area of the sample to learn a CF, then, the authors introduce the spatial constraint to penalise CF coefficients. Their method formulation allows the CFs to efficiently learn a mass of negative samples and high-quality positive samples. They perform experiments on two benchmark datasets: OTB-2013 and OTB-2015. Compared to SRDCF, they provide a slightly reduce of 2.7 and 3.1%, respectively, in mean overlap precision, their method obtains the real-time speed of 62.5 fps which is ten times faster than SRDCF." @default.
- W2893787527 created "2018-10-05" @default.
- W2893787527 creator A5010521626 @default.
- W2893787527 creator A5045960607 @default.
- W2893787527 creator A5069014785 @default.
- W2893787527 creator A5088765569 @default.
- W2893787527 date "2019-01-01" @default.
- W2893787527 modified "2023-10-03" @default.
- W2893787527 title "DCF with high‐speed spatial constraint" @default.
- W2893787527 cites W2072348815 @default.
- W2893787527 cites W2154889144 @default.
- W2893787527 cites W2158592639 @default.
- W2893787527 cites W2606221507 @default.
- W2893787527 cites W2770189358 @default.
- W2893787527 doi "https://doi.org/10.1049/iet-ipr.2018.5490" @default.
- W2893787527 hasPublicationYear "2019" @default.
- W2893787527 type Work @default.
- W2893787527 sameAs 2893787527 @default.
- W2893787527 citedByCount "1" @default.
- W2893787527 countsByYear W28937875272020 @default.
- W2893787527 crossrefType "journal-article" @default.
- W2893787527 hasAuthorship W2893787527A5010521626 @default.
- W2893787527 hasAuthorship W2893787527A5045960607 @default.
- W2893787527 hasAuthorship W2893787527A5069014785 @default.
- W2893787527 hasAuthorship W2893787527A5088765569 @default.
- W2893787527 hasConcept C11413529 @default.
- W2893787527 hasConcept C13280743 @default.
- W2893787527 hasConcept C134306372 @default.
- W2893787527 hasConcept C153180895 @default.
- W2893787527 hasConcept C154945302 @default.
- W2893787527 hasConcept C15744967 @default.
- W2893787527 hasConcept C185592680 @default.
- W2893787527 hasConcept C185798385 @default.
- W2893787527 hasConcept C19417346 @default.
- W2893787527 hasConcept C198531522 @default.
- W2893787527 hasConcept C205649164 @default.
- W2893787527 hasConcept C2524010 @default.
- W2893787527 hasConcept C2775936607 @default.
- W2893787527 hasConcept C2776036281 @default.
- W2893787527 hasConcept C33923547 @default.
- W2893787527 hasConcept C41008148 @default.
- W2893787527 hasConcept C43617362 @default.
- W2893787527 hasConcept C45347329 @default.
- W2893787527 hasConcept C50644808 @default.
- W2893787527 hasConcept C62354387 @default.
- W2893787527 hasConcept C97931131 @default.
- W2893787527 hasConceptScore W2893787527C11413529 @default.
- W2893787527 hasConceptScore W2893787527C13280743 @default.
- W2893787527 hasConceptScore W2893787527C134306372 @default.
- W2893787527 hasConceptScore W2893787527C153180895 @default.
- W2893787527 hasConceptScore W2893787527C154945302 @default.
- W2893787527 hasConceptScore W2893787527C15744967 @default.
- W2893787527 hasConceptScore W2893787527C185592680 @default.
- W2893787527 hasConceptScore W2893787527C185798385 @default.
- W2893787527 hasConceptScore W2893787527C19417346 @default.
- W2893787527 hasConceptScore W2893787527C198531522 @default.
- W2893787527 hasConceptScore W2893787527C205649164 @default.
- W2893787527 hasConceptScore W2893787527C2524010 @default.
- W2893787527 hasConceptScore W2893787527C2775936607 @default.
- W2893787527 hasConceptScore W2893787527C2776036281 @default.
- W2893787527 hasConceptScore W2893787527C33923547 @default.
- W2893787527 hasConceptScore W2893787527C41008148 @default.
- W2893787527 hasConceptScore W2893787527C43617362 @default.
- W2893787527 hasConceptScore W2893787527C45347329 @default.
- W2893787527 hasConceptScore W2893787527C50644808 @default.
- W2893787527 hasConceptScore W2893787527C62354387 @default.
- W2893787527 hasConceptScore W2893787527C97931131 @default.
- W2893787527 hasLocation W28937875271 @default.
- W2893787527 hasOpenAccess W2893787527 @default.
- W2893787527 hasPrimaryLocation W28937875271 @default.
- W2893787527 hasRelatedWork W2213006595 @default.
- W2893787527 hasRelatedWork W2288164898 @default.
- W2893787527 hasRelatedWork W2791383351 @default.
- W2893787527 hasRelatedWork W2888228969 @default.
- W2893787527 hasRelatedWork W2905227840 @default.
- W2893787527 hasRelatedWork W3010343303 @default.
- W2893787527 hasRelatedWork W3095567149 @default.
- W2893787527 hasRelatedWork W3107129517 @default.
- W2893787527 hasRelatedWork W4226271265 @default.
- W2893787527 hasRelatedWork W4285814600 @default.
- W2893787527 isParatext "false" @default.
- W2893787527 isRetracted "false" @default.
- W2893787527 magId "2893787527" @default.
- W2893787527 workType "article" @default.