Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323543692> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4323543692 endingPage "109513" @default.
- W4323543692 startingPage "109513" @default.
- W4323543692 abstract "Existing unsupervised domain adaptation (UDA) tasks require extensive annotated wild data in the source domain to be generalized to the target domain. Additionally, the large gap between the source and target domains hinder the clustering performance. Our work concentrates on few-shot UDA task to train a robust Re-ID model from practical vehicle re-identification (Re-ID). That is to say, this task learns discriminative representations from a few labeled source data to unlabeled target data. In this paper, a novel progressive few-shot UDA learning framework for vehicle Re-ID is proposed, which consists of two branches. In source branch, the dual prior model is used to gain the color and IDs in unlabeled source data. A dual constraint label smoothing regularization (DCLSR) loss is designed to supervise extensive unlabeled source data during pre-training phase, which considers color and ID constraints to mine the similarity between unlabeled source data and a few labeled ones. The target branch develops a progressive domain difference encouragement learning method to optimize the cross-domain capability of Re-ID model. The domain difference penalty term (DDPT) is encoded by the feature variations before and after style transfer, which improves clustering results and refines the pseudo label. Comprehensive experimental results verify that the proposed approach outperforms other ones in the practical UDA task." @default.
- W4323543692 created "2023-03-09" @default.
- W4323543692 creator A5001300612 @default.
- W4323543692 creator A5015195367 @default.
- W4323543692 creator A5041479215 @default.
- W4323543692 creator A5046155722 @default.
- W4323543692 creator A5063023203 @default.
- W4323543692 creator A5072198685 @default.
- W4323543692 date "2023-07-01" @default.
- W4323543692 modified "2023-09-27" @default.
- W4323543692 title "Dual similarity pre-training and domain difference encouragement learning for vehicle re-identification in the wild" @default.
- W4323543692 cites W2908772245 @default.
- W4323543692 cites W2999929549 @default.
- W4323543692 cites W3010811777 @default.
- W4323543692 cites W3045519959 @default.
- W4323543692 cites W3127196078 @default.
- W4323543692 cites W3191697454 @default.
- W4323543692 cites W3210967702 @default.
- W4323543692 cites W4205141934 @default.
- W4323543692 cites W4210822605 @default.
- W4323543692 cites W4214507204 @default.
- W4323543692 cites W4220792900 @default.
- W4323543692 cites W4229046439 @default.
- W4323543692 cites W4283813664 @default.
- W4323543692 cites W4288070450 @default.
- W4323543692 cites W4295035973 @default.
- W4323543692 cites W4312008284 @default.
- W4323543692 doi "https://doi.org/10.1016/j.patcog.2023.109513" @default.
- W4323543692 hasPublicationYear "2023" @default.
- W4323543692 type Work @default.
- W4323543692 citedByCount "0" @default.
- W4323543692 crossrefType "journal-article" @default.
- W4323543692 hasAuthorship W4323543692A5001300612 @default.
- W4323543692 hasAuthorship W4323543692A5015195367 @default.
- W4323543692 hasAuthorship W4323543692A5041479215 @default.
- W4323543692 hasAuthorship W4323543692A5046155722 @default.
- W4323543692 hasAuthorship W4323543692A5063023203 @default.
- W4323543692 hasAuthorship W4323543692A5072198685 @default.
- W4323543692 hasConcept C103278499 @default.
- W4323543692 hasConcept C115961682 @default.
- W4323543692 hasConcept C116834253 @default.
- W4323543692 hasConcept C119857082 @default.
- W4323543692 hasConcept C150899416 @default.
- W4323543692 hasConcept C153180895 @default.
- W4323543692 hasConcept C154945302 @default.
- W4323543692 hasConcept C162324750 @default.
- W4323543692 hasConcept C187736073 @default.
- W4323543692 hasConcept C2776135515 @default.
- W4323543692 hasConcept C2776145971 @default.
- W4323543692 hasConcept C2780451532 @default.
- W4323543692 hasConcept C31972630 @default.
- W4323543692 hasConcept C3770464 @default.
- W4323543692 hasConcept C41008148 @default.
- W4323543692 hasConcept C59822182 @default.
- W4323543692 hasConcept C73555534 @default.
- W4323543692 hasConcept C86803240 @default.
- W4323543692 hasConcept C97931131 @default.
- W4323543692 hasConceptScore W4323543692C103278499 @default.
- W4323543692 hasConceptScore W4323543692C115961682 @default.
- W4323543692 hasConceptScore W4323543692C116834253 @default.
- W4323543692 hasConceptScore W4323543692C119857082 @default.
- W4323543692 hasConceptScore W4323543692C150899416 @default.
- W4323543692 hasConceptScore W4323543692C153180895 @default.
- W4323543692 hasConceptScore W4323543692C154945302 @default.
- W4323543692 hasConceptScore W4323543692C162324750 @default.
- W4323543692 hasConceptScore W4323543692C187736073 @default.
- W4323543692 hasConceptScore W4323543692C2776135515 @default.
- W4323543692 hasConceptScore W4323543692C2776145971 @default.
- W4323543692 hasConceptScore W4323543692C2780451532 @default.
- W4323543692 hasConceptScore W4323543692C31972630 @default.
- W4323543692 hasConceptScore W4323543692C3770464 @default.
- W4323543692 hasConceptScore W4323543692C41008148 @default.
- W4323543692 hasConceptScore W4323543692C59822182 @default.
- W4323543692 hasConceptScore W4323543692C73555534 @default.
- W4323543692 hasConceptScore W4323543692C86803240 @default.
- W4323543692 hasConceptScore W4323543692C97931131 @default.
- W4323543692 hasLocation W43235436921 @default.
- W4323543692 hasOpenAccess W4323543692 @default.
- W4323543692 hasPrimaryLocation W43235436921 @default.
- W4323543692 hasRelatedWork W1972656095 @default.
- W4323543692 hasRelatedWork W2024160000 @default.
- W4323543692 hasRelatedWork W2061273563 @default.
- W4323543692 hasRelatedWork W2285052147 @default.
- W4323543692 hasRelatedWork W2729514902 @default.
- W4323543692 hasRelatedWork W2743258233 @default.
- W4323543692 hasRelatedWork W2773500201 @default.
- W4323543692 hasRelatedWork W2970216048 @default.
- W4323543692 hasRelatedWork W2998168123 @default.
- W4323543692 hasRelatedWork W4287995534 @default.
- W4323543692 hasVolume "139" @default.
- W4323543692 isParatext "false" @default.
- W4323543692 isRetracted "false" @default.
- W4323543692 workType "article" @default.