Matches in SemOpenAlex for { <https://semopenalex.org/work/W4360897424> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W4360897424 endingPage "11" @default.
- W4360897424 startingPage "1" @default.
- W4360897424 abstract "More robust intelligent transportation systems including autonomous driving systems are in full flourish with the revolution of deep learning and the 6G wireless communication network. Vehicle Re-Identification, an indispensable branch of the intelligent transportation system, aims to retrieve specific vehicles captured from non-overlapping cameras. However, this is fundamentally challenging with the substantial inter-class similarity and substantial intra-class divergence. Embedding semantic information into vehicle re-identification task has gained ample interest, but the performance needs to be further improved. This work proposes a semantic-oriented feature coupling transformer (SOFCT) for vehicle re-identification as a solution. Specifically, the knowledge-based transformer is first embedded to model images with discriminative attributes. Second, original patches are divided into five semantic groups via semantics-patches coupling, and the feature extractions for different semantics are performed in the semantic feature extraction (SFE) transformer. Third, patch features are weighted via semantics-patches coupling in the patch feature weighting (PFW) transformer, the weighted feature is fed into subsequent encoders to excavate information. Finally, two groups of learnable semantics are embedded to automatically learn semantic features in the learnable semantic extraction (LSE) transformer. Experiments demonstrate that the proposed SOFCT method surpasses other state-of-the-arts with the mAP/Rank-1 of 80.7%/96.6%, 89.8%/84.5%, 86.4%/80.9%, and 84.3%/78.7% on VeRi776 and VehicleID." @default.
- W4360897424 created "2023-03-26" @default.
- W4360897424 creator A5001723162 @default.
- W4360897424 creator A5006367063 @default.
- W4360897424 creator A5029365003 @default.
- W4360897424 creator A5039976695 @default.
- W4360897424 creator A5074533097 @default.
- W4360897424 date "2023-01-01" @default.
- W4360897424 modified "2023-09-23" @default.
- W4360897424 title "Semantic-Oriented Feature Coupling Transformer for Vehicle Re-Identification in Intelligent Transportation System" @default.
- W4360897424 doi "https://doi.org/10.1109/tits.2023.3257873" @default.
- W4360897424 hasPublicationYear "2023" @default.
- W4360897424 type Work @default.
- W4360897424 citedByCount "0" @default.
- W4360897424 crossrefType "journal-article" @default.
- W4360897424 hasAuthorship W4360897424A5001723162 @default.
- W4360897424 hasAuthorship W4360897424A5006367063 @default.
- W4360897424 hasAuthorship W4360897424A5029365003 @default.
- W4360897424 hasAuthorship W4360897424A5039976695 @default.
- W4360897424 hasAuthorship W4360897424A5074533097 @default.
- W4360897424 hasConcept C111919701 @default.
- W4360897424 hasConcept C118505674 @default.
- W4360897424 hasConcept C119599485 @default.
- W4360897424 hasConcept C127413603 @default.
- W4360897424 hasConcept C153180895 @default.
- W4360897424 hasConcept C154945302 @default.
- W4360897424 hasConcept C165801399 @default.
- W4360897424 hasConcept C41008148 @default.
- W4360897424 hasConcept C52622490 @default.
- W4360897424 hasConcept C66322947 @default.
- W4360897424 hasConceptScore W4360897424C111919701 @default.
- W4360897424 hasConceptScore W4360897424C118505674 @default.
- W4360897424 hasConceptScore W4360897424C119599485 @default.
- W4360897424 hasConceptScore W4360897424C127413603 @default.
- W4360897424 hasConceptScore W4360897424C153180895 @default.
- W4360897424 hasConceptScore W4360897424C154945302 @default.
- W4360897424 hasConceptScore W4360897424C165801399 @default.
- W4360897424 hasConceptScore W4360897424C41008148 @default.
- W4360897424 hasConceptScore W4360897424C52622490 @default.
- W4360897424 hasConceptScore W4360897424C66322947 @default.
- W4360897424 hasLocation W43608974241 @default.
- W4360897424 hasOpenAccess W4360897424 @default.
- W4360897424 hasPrimaryLocation W43608974241 @default.
- W4360897424 hasRelatedWork W1964120219 @default.
- W4360897424 hasRelatedWork W2000165426 @default.
- W4360897424 hasRelatedWork W2114557664 @default.
- W4360897424 hasRelatedWork W2136054869 @default.
- W4360897424 hasRelatedWork W2144059113 @default.
- W4360897424 hasRelatedWork W2146076056 @default.
- W4360897424 hasRelatedWork W2385132419 @default.
- W4360897424 hasRelatedWork W2772780115 @default.
- W4360897424 hasRelatedWork W2811390910 @default.
- W4360897424 hasRelatedWork W3003836766 @default.
- W4360897424 isParatext "false" @default.
- W4360897424 isRetracted "false" @default.
- W4360897424 workType "article" @default.