Matches in SemOpenAlex for { <https://semopenalex.org/work/W1983144107> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W1983144107 abstract "We compare the Bag-of-Words (BoW) framework with the Approximate Nearest-Neighbor (ANN) based system in the context of visual object retrieval. This comparison is motivated by the implicit connection between these two methods: generally speaking, the BoW framework can be regarded as a quantization-guided ANN voting system. The value of establishing such comparison lies in: first, by comparing with other quantization-free ANN system, the performance loss caused by the quantization error in the BoW framework can be estimated quantitatively. Second, this comparison completely inspects the pros and cons of both ANN and BoW methods, thus to facilitate new algorithm design. In this study, by taking an independent dataset as the reference to validate matches, we design an ANN voting system that outperforms all other methods. Comprehensive and computationally intensive experiments are conducted on two Oxford datasets and two TrecVid instance search datasets, and the new state-of-the-art is achieved." @default.
- W1983144107 created "2016-06-24" @default.
- W1983144107 creator A5006166354 @default.
- W1983144107 creator A5014425044 @default.
- W1983144107 creator A5036693904 @default.
- W1983144107 date "2013-11-01" @default.
- W1983144107 modified "2023-10-16" @default.
- W1983144107 title "Bag-of-Words Against Nearest-Neighbor Search for Visual Object Retrieval" @default.
- W1983144107 cites W1972378554 @default.
- W1983144107 cites W1979931042 @default.
- W1983144107 cites W2069021608 @default.
- W1983144107 cites W2118355530 @default.
- W1983144107 cites W2128017662 @default.
- W1983144107 cites W2131846894 @default.
- W1983144107 cites W2141362318 @default.
- W1983144107 cites W2148809531 @default.
- W1983144107 cites W2149991777 @default.
- W1983144107 cites W2151103935 @default.
- W1983144107 cites W2166742463 @default.
- W1983144107 cites W2172188317 @default.
- W1983144107 cites W2222512263 @default.
- W1983144107 doi "https://doi.org/10.1109/acpr.2013.56" @default.
- W1983144107 hasPublicationYear "2013" @default.
- W1983144107 type Work @default.
- W1983144107 sameAs 1983144107 @default.
- W1983144107 citedByCount "5" @default.
- W1983144107 countsByYear W19831441072014 @default.
- W1983144107 countsByYear W19831441072015 @default.
- W1983144107 countsByYear W19831441072016 @default.
- W1983144107 countsByYear W19831441072017 @default.
- W1983144107 crossrefType "proceedings-article" @default.
- W1983144107 hasAuthorship W1983144107A5006166354 @default.
- W1983144107 hasAuthorship W1983144107A5014425044 @default.
- W1983144107 hasAuthorship W1983144107A5036693904 @default.
- W1983144107 hasConcept C113238511 @default.
- W1983144107 hasConcept C11413529 @default.
- W1983144107 hasConcept C115961682 @default.
- W1983144107 hasConcept C116738811 @default.
- W1983144107 hasConcept C124101348 @default.
- W1983144107 hasConcept C13672336 @default.
- W1983144107 hasConcept C153180895 @default.
- W1983144107 hasConcept C154945302 @default.
- W1983144107 hasConcept C1667742 @default.
- W1983144107 hasConcept C17744445 @default.
- W1983144107 hasConcept C199539241 @default.
- W1983144107 hasConcept C2781238097 @default.
- W1983144107 hasConcept C28855332 @default.
- W1983144107 hasConcept C41008148 @default.
- W1983144107 hasConcept C520049643 @default.
- W1983144107 hasConcept C94625758 @default.
- W1983144107 hasConceptScore W1983144107C113238511 @default.
- W1983144107 hasConceptScore W1983144107C11413529 @default.
- W1983144107 hasConceptScore W1983144107C115961682 @default.
- W1983144107 hasConceptScore W1983144107C116738811 @default.
- W1983144107 hasConceptScore W1983144107C124101348 @default.
- W1983144107 hasConceptScore W1983144107C13672336 @default.
- W1983144107 hasConceptScore W1983144107C153180895 @default.
- W1983144107 hasConceptScore W1983144107C154945302 @default.
- W1983144107 hasConceptScore W1983144107C1667742 @default.
- W1983144107 hasConceptScore W1983144107C17744445 @default.
- W1983144107 hasConceptScore W1983144107C199539241 @default.
- W1983144107 hasConceptScore W1983144107C2781238097 @default.
- W1983144107 hasConceptScore W1983144107C28855332 @default.
- W1983144107 hasConceptScore W1983144107C41008148 @default.
- W1983144107 hasConceptScore W1983144107C520049643 @default.
- W1983144107 hasConceptScore W1983144107C94625758 @default.
- W1983144107 hasLocation W19831441071 @default.
- W1983144107 hasOpenAccess W1983144107 @default.
- W1983144107 hasPrimaryLocation W19831441071 @default.
- W1983144107 hasRelatedWork W198023568 @default.
- W1983144107 hasRelatedWork W1983144107 @default.
- W1983144107 hasRelatedWork W2003020068 @default.
- W1983144107 hasRelatedWork W2076188996 @default.
- W1983144107 hasRelatedWork W2146076056 @default.
- W1983144107 hasRelatedWork W2349926826 @default.
- W1983144107 hasRelatedWork W2521319052 @default.
- W1983144107 hasRelatedWork W2954203194 @default.
- W1983144107 hasRelatedWork W3190424778 @default.
- W1983144107 hasRelatedWork W648469152 @default.
- W1983144107 isParatext "false" @default.
- W1983144107 isRetracted "false" @default.
- W1983144107 magId "1983144107" @default.
- W1983144107 workType "article" @default.