Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225330657> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4225330657 endingPage "108774" @default.
- W4225330657 startingPage "108774" @default.
- W4225330657 abstract "Multi-view based 3D shape recognition methods have achieved state-of-the-art performance in 3D shape recognition and retrieval. The main focus of multi-view based approaches is determining how to fuse multi-view features into a compact, descriptive, and robust 3D shape descriptor that can then be utilized for 3D shape recognition and retrieval. This paper proposes a novel multi-view aggregating framework, view-filtering-based multi-view aggregating convolution (VFMVAC) to learn global shape descriptors for 3D shape recognition. The proposed VFMVAC applies a voting-based view filtering strategy to select representative views, also introduces a novel multi-view aggregating module to integrate multi-view features; this substantially improves the descriptiveness of the descriptors, and therefore improves the performance of 3D shape recognition and retrieval. Specifically, all views are fed into a voting-based view filtering module to select the top-k representative views. Subsequently, the features of the top-k views are fed into the multi-view aggregating module, which first conducts cross-view channel shuffle for achieving cross-view information flowing, and the resulted reshaped features are then fed into the aggregating convolution module for feature fusion. Experiments on benchmark datasets demonstrate that the proposed VFMVAC is effective and outperforms several recent techniques with respect to the classification and retrieval performance, robustness and efficiency." @default.
- W4225330657 created "2022-05-05" @default.
- W4225330657 creator A5006878776 @default.
- W4225330657 creator A5015716918 @default.
- W4225330657 creator A5047709452 @default.
- W4225330657 creator A5065444776 @default.
- W4225330657 date "2022-09-01" @default.
- W4225330657 modified "2023-10-16" @default.
- W4225330657 title "VFMVAC: View-filtering-based multi-view aggregating convolution for 3D shape recognition and retrieval" @default.
- W4225330657 cites W2075930064 @default.
- W4225330657 cites W2318793210 @default.
- W4225330657 cites W2572117954 @default.
- W4225330657 cites W2618530766 @default.
- W4225330657 cites W2752585553 @default.
- W4225330657 cites W2779039928 @default.
- W4225330657 cites W2890018557 @default.
- W4225330657 cites W2896196878 @default.
- W4225330657 cites W2921891839 @default.
- W4225330657 cites W2933765504 @default.
- W4225330657 cites W2950212750 @default.
- W4225330657 cites W3092507414 @default.
- W4225330657 cites W3092774348 @default.
- W4225330657 cites W3101921002 @default.
- W4225330657 cites W3152685972 @default.
- W4225330657 cites W3194086997 @default.
- W4225330657 doi "https://doi.org/10.1016/j.patcog.2022.108774" @default.
- W4225330657 hasPublicationYear "2022" @default.
- W4225330657 type Work @default.
- W4225330657 citedByCount "9" @default.
- W4225330657 countsByYear W42253306572023 @default.
- W4225330657 crossrefType "journal-article" @default.
- W4225330657 hasAuthorship W4225330657A5006878776 @default.
- W4225330657 hasAuthorship W4225330657A5015716918 @default.
- W4225330657 hasAuthorship W4225330657A5047709452 @default.
- W4225330657 hasAuthorship W4225330657A5065444776 @default.
- W4225330657 hasConcept C104317684 @default.
- W4225330657 hasConcept C119599485 @default.
- W4225330657 hasConcept C127413603 @default.
- W4225330657 hasConcept C13280743 @default.
- W4225330657 hasConcept C141353440 @default.
- W4225330657 hasConcept C153180895 @default.
- W4225330657 hasConcept C154945302 @default.
- W4225330657 hasConcept C17744445 @default.
- W4225330657 hasConcept C185592680 @default.
- W4225330657 hasConcept C185798385 @default.
- W4225330657 hasConcept C199539241 @default.
- W4225330657 hasConcept C205649164 @default.
- W4225330657 hasConcept C41008148 @default.
- W4225330657 hasConcept C45347329 @default.
- W4225330657 hasConcept C50644808 @default.
- W4225330657 hasConcept C520049643 @default.
- W4225330657 hasConcept C55493867 @default.
- W4225330657 hasConcept C63479239 @default.
- W4225330657 hasConcept C94625758 @default.
- W4225330657 hasConceptScore W4225330657C104317684 @default.
- W4225330657 hasConceptScore W4225330657C119599485 @default.
- W4225330657 hasConceptScore W4225330657C127413603 @default.
- W4225330657 hasConceptScore W4225330657C13280743 @default.
- W4225330657 hasConceptScore W4225330657C141353440 @default.
- W4225330657 hasConceptScore W4225330657C153180895 @default.
- W4225330657 hasConceptScore W4225330657C154945302 @default.
- W4225330657 hasConceptScore W4225330657C17744445 @default.
- W4225330657 hasConceptScore W4225330657C185592680 @default.
- W4225330657 hasConceptScore W4225330657C185798385 @default.
- W4225330657 hasConceptScore W4225330657C199539241 @default.
- W4225330657 hasConceptScore W4225330657C205649164 @default.
- W4225330657 hasConceptScore W4225330657C41008148 @default.
- W4225330657 hasConceptScore W4225330657C45347329 @default.
- W4225330657 hasConceptScore W4225330657C50644808 @default.
- W4225330657 hasConceptScore W4225330657C520049643 @default.
- W4225330657 hasConceptScore W4225330657C55493867 @default.
- W4225330657 hasConceptScore W4225330657C63479239 @default.
- W4225330657 hasConceptScore W4225330657C94625758 @default.
- W4225330657 hasFunder F4320321001 @default.
- W4225330657 hasFunder F4320324173 @default.
- W4225330657 hasFunder F4320328119 @default.
- W4225330657 hasFunder F4320335787 @default.
- W4225330657 hasFunder F4320336350 @default.
- W4225330657 hasLocation W42253306571 @default.
- W4225330657 hasOpenAccess W4225330657 @default.
- W4225330657 hasPrimaryLocation W42253306571 @default.
- W4225330657 hasRelatedWork W1728708896 @default.
- W4225330657 hasRelatedWork W2391818028 @default.
- W4225330657 hasRelatedWork W2695951553 @default.
- W4225330657 hasRelatedWork W2777707396 @default.
- W4225330657 hasRelatedWork W2929240682 @default.
- W4225330657 hasRelatedWork W2951109249 @default.
- W4225330657 hasRelatedWork W2997741029 @default.
- W4225330657 hasRelatedWork W4225625067 @default.
- W4225330657 hasRelatedWork W4247340124 @default.
- W4225330657 hasRelatedWork W4293731510 @default.
- W4225330657 hasVolume "129" @default.
- W4225330657 isParatext "false" @default.
- W4225330657 isRetracted "false" @default.
- W4225330657 workType "article" @default.