Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136015878> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W3136015878 endingPage "107952" @default.
- W3136015878 startingPage "107952" @default.
- W3136015878 abstract "VLAD (Vector of Locally Aggregated Descriptors) has been widely adopted in image representation. However, the VLAD algorithm seeks for the algebraic sum of the residue vectors between the descriptors and the centroid of cluster they belong to, and this could decrease the discriminative power of feature representations. To this end, this paper originally proposes a VLAAD (Vector of Locally and Adaptively Aggregated Descriptors) framework to adaptively assign a weight to each residue vector. First, we compute the weights using the magnitude of each residue vector, and encapsulate the weighted VLAD block into ResNet to form an end-to-end Weighted NetVLAD method. To further enhance the discriminative power of the features, we subsequently replace the magnitude-based weight computation with a gating scheme to achieve automatic weight estimation. The enhanced version is named as Gated NetVLAD method. The experimental results on CIFAR-10, MNIST Digits, Pittsburgh Google street view and ImageNet-Dog datasets demonstrate the promotion in classification accuracy and retrieval mAP using VLAAD against several state-of-the-art methods." @default.
- W3136015878 created "2021-03-29" @default.
- W3136015878 creator A5057209439 @default.
- W3136015878 creator A5071669728 @default.
- W3136015878 creator A5091528666 @default.
- W3136015878 date "2021-08-01" @default.
- W3136015878 modified "2023-10-16" @default.
- W3136015878 title "Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation" @default.
- W3136015878 cites W1984309565 @default.
- W3136015878 cites W2053186076 @default.
- W3136015878 cites W2054957336 @default.
- W3136015878 cites W2077776048 @default.
- W3136015878 cites W2123432324 @default.
- W3136015878 cites W2269604318 @default.
- W3136015878 cites W2604690669 @default.
- W3136015878 cites W2618530766 @default.
- W3136015878 cites W2620629206 @default.
- W3136015878 cites W2621367454 @default.
- W3136015878 cites W2678433256 @default.
- W3136015878 cites W2755217797 @default.
- W3136015878 cites W2800252094 @default.
- W3136015878 cites W2805820938 @default.
- W3136015878 cites W2902442366 @default.
- W3136015878 cites W2925517536 @default.
- W3136015878 cites W2940791172 @default.
- W3136015878 cites W2943563866 @default.
- W3136015878 cites W2950816581 @default.
- W3136015878 cites W2963374347 @default.
- W3136015878 cites W2963477629 @default.
- W3136015878 cites W2998033445 @default.
- W3136015878 cites W3006893391 @default.
- W3136015878 cites W3011666149 @default.
- W3136015878 cites W3044641008 @default.
- W3136015878 cites W3047584205 @default.
- W3136015878 cites W3049361415 @default.
- W3136015878 doi "https://doi.org/10.1016/j.patcog.2021.107952" @default.
- W3136015878 hasPublicationYear "2021" @default.
- W3136015878 type Work @default.
- W3136015878 sameAs 3136015878 @default.
- W3136015878 citedByCount "44" @default.
- W3136015878 countsByYear W31360158782021 @default.
- W3136015878 countsByYear W31360158782022 @default.
- W3136015878 countsByYear W31360158782023 @default.
- W3136015878 crossrefType "journal-article" @default.
- W3136015878 hasAuthorship W3136015878A5057209439 @default.
- W3136015878 hasAuthorship W3136015878A5071669728 @default.
- W3136015878 hasAuthorship W3136015878A5091528666 @default.
- W3136015878 hasConcept C11413529 @default.
- W3136015878 hasConcept C146599234 @default.
- W3136015878 hasConcept C153180895 @default.
- W3136015878 hasConcept C154945302 @default.
- W3136015878 hasConcept C17744445 @default.
- W3136015878 hasConcept C190502265 @default.
- W3136015878 hasConcept C199539241 @default.
- W3136015878 hasConcept C2776359362 @default.
- W3136015878 hasConcept C33923547 @default.
- W3136015878 hasConcept C41008148 @default.
- W3136015878 hasConcept C45374587 @default.
- W3136015878 hasConcept C50644808 @default.
- W3136015878 hasConcept C83665646 @default.
- W3136015878 hasConcept C94625758 @default.
- W3136015878 hasConcept C97931131 @default.
- W3136015878 hasConceptScore W3136015878C11413529 @default.
- W3136015878 hasConceptScore W3136015878C146599234 @default.
- W3136015878 hasConceptScore W3136015878C153180895 @default.
- W3136015878 hasConceptScore W3136015878C154945302 @default.
- W3136015878 hasConceptScore W3136015878C17744445 @default.
- W3136015878 hasConceptScore W3136015878C190502265 @default.
- W3136015878 hasConceptScore W3136015878C199539241 @default.
- W3136015878 hasConceptScore W3136015878C2776359362 @default.
- W3136015878 hasConceptScore W3136015878C33923547 @default.
- W3136015878 hasConceptScore W3136015878C41008148 @default.
- W3136015878 hasConceptScore W3136015878C45374587 @default.
- W3136015878 hasConceptScore W3136015878C50644808 @default.
- W3136015878 hasConceptScore W3136015878C83665646 @default.
- W3136015878 hasConceptScore W3136015878C94625758 @default.
- W3136015878 hasConceptScore W3136015878C97931131 @default.
- W3136015878 hasFunder F4320321001 @default.
- W3136015878 hasFunder F4320335982 @default.
- W3136015878 hasLocation W31360158781 @default.
- W3136015878 hasOpenAccess W3136015878 @default.
- W3136015878 hasPrimaryLocation W31360158781 @default.
- W3136015878 hasRelatedWork W1461621550 @default.
- W3136015878 hasRelatedWork W2020350089 @default.
- W3136015878 hasRelatedWork W2024160000 @default.
- W3136015878 hasRelatedWork W2061273563 @default.
- W3136015878 hasRelatedWork W2285052147 @default.
- W3136015878 hasRelatedWork W2729514902 @default.
- W3136015878 hasRelatedWork W2743258233 @default.
- W3136015878 hasRelatedWork W2773500201 @default.
- W3136015878 hasRelatedWork W2810865670 @default.
- W3136015878 hasRelatedWork W4287995534 @default.
- W3136015878 hasVolume "116" @default.
- W3136015878 isParatext "false" @default.
- W3136015878 isRetracted "false" @default.
- W3136015878 magId "3136015878" @default.
- W3136015878 workType "article" @default.