Matches in SemOpenAlex for { <https://semopenalex.org/work/W2885476150> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2885476150 abstract "Previous works on vehicle Re-ID mainly focus on extracting global features and learning distance metrics. Because some vehicles commonly share same model and maker, it is hard to distinguish them based on their global appearances. Compared with the global appearance, local regions such as decorations and inspection stickers attached to the windshield, may be more distinctive for vehicle Re-ID. To embed the detailed visual cues in those local regions, we propose a Region-Aware deep Model (RAM). Specifically, in addition to extracting global features, RAM also extracts features from a series of local regions. As each local region conveys more distinctive visual cues, RAM encourages the deep model to learn discriminative features. We also introduce a novel learning algorithm to jointly use vehicle IDs, types/models, and colors to train the RAM. This strategy fuses more cues for training and results in more discriminative global and regional features. We evaluate our methods on two large-scale vehicle Re-ID datasets, i.e., VeRi and VehicleID. Experimental results show our methods achieve promising performance in comparison with recent works." @default.
- W2885476150 created "2018-08-22" @default.
- W2885476150 creator A5018478553 @default.
- W2885476150 creator A5028597017 @default.
- W2885476150 creator A5055433405 @default.
- W2885476150 creator A5081417229 @default.
- W2885476150 date "2018-07-01" @default.
- W2885476150 modified "2023-10-10" @default.
- W2885476150 title "RAM: A Region-Aware Deep Model for Vehicle Re-Identification" @default.
- W2885476150 cites W1958236864 @default.
- W2885476150 cites W2108598243 @default.
- W2885476150 cites W2138011018 @default.
- W2885476150 cites W2155893237 @default.
- W2885476150 cites W2470322391 @default.
- W2885476150 cites W2475242006 @default.
- W2885476150 cites W2726643257 @default.
- W2885476150 cites W2755066373 @default.
- W2885476150 cites W2963438548 @default.
- W2885476150 cites W2963977416 @default.
- W2885476150 cites W2964189431 @default.
- W2885476150 cites W3099206234 @default.
- W2885476150 doi "https://doi.org/10.1109/icme.2018.8486589" @default.
- W2885476150 hasPublicationYear "2018" @default.
- W2885476150 type Work @default.
- W2885476150 sameAs 2885476150 @default.
- W2885476150 citedByCount "156" @default.
- W2885476150 countsByYear W28854761502018 @default.
- W2885476150 countsByYear W28854761502019 @default.
- W2885476150 countsByYear W28854761502020 @default.
- W2885476150 countsByYear W28854761502021 @default.
- W2885476150 countsByYear W28854761502022 @default.
- W2885476150 countsByYear W28854761502023 @default.
- W2885476150 crossrefType "proceedings-article" @default.
- W2885476150 hasAuthorship W2885476150A5018478553 @default.
- W2885476150 hasAuthorship W2885476150A5028597017 @default.
- W2885476150 hasAuthorship W2885476150A5055433405 @default.
- W2885476150 hasAuthorship W2885476150A5081417229 @default.
- W2885476150 hasBestOaLocation W28854761502 @default.
- W2885476150 hasConcept C108583219 @default.
- W2885476150 hasConcept C111370547 @default.
- W2885476150 hasConcept C116834253 @default.
- W2885476150 hasConcept C120665830 @default.
- W2885476150 hasConcept C121332964 @default.
- W2885476150 hasConcept C127413603 @default.
- W2885476150 hasConcept C146978453 @default.
- W2885476150 hasConcept C153180895 @default.
- W2885476150 hasConcept C154945302 @default.
- W2885476150 hasConcept C192209626 @default.
- W2885476150 hasConcept C2778755073 @default.
- W2885476150 hasConcept C2780387288 @default.
- W2885476150 hasConcept C31972630 @default.
- W2885476150 hasConcept C41008148 @default.
- W2885476150 hasConcept C59822182 @default.
- W2885476150 hasConcept C62520636 @default.
- W2885476150 hasConcept C86803240 @default.
- W2885476150 hasConcept C97931131 @default.
- W2885476150 hasConceptScore W2885476150C108583219 @default.
- W2885476150 hasConceptScore W2885476150C111370547 @default.
- W2885476150 hasConceptScore W2885476150C116834253 @default.
- W2885476150 hasConceptScore W2885476150C120665830 @default.
- W2885476150 hasConceptScore W2885476150C121332964 @default.
- W2885476150 hasConceptScore W2885476150C127413603 @default.
- W2885476150 hasConceptScore W2885476150C146978453 @default.
- W2885476150 hasConceptScore W2885476150C153180895 @default.
- W2885476150 hasConceptScore W2885476150C154945302 @default.
- W2885476150 hasConceptScore W2885476150C192209626 @default.
- W2885476150 hasConceptScore W2885476150C2778755073 @default.
- W2885476150 hasConceptScore W2885476150C2780387288 @default.
- W2885476150 hasConceptScore W2885476150C31972630 @default.
- W2885476150 hasConceptScore W2885476150C41008148 @default.
- W2885476150 hasConceptScore W2885476150C59822182 @default.
- W2885476150 hasConceptScore W2885476150C62520636 @default.
- W2885476150 hasConceptScore W2885476150C86803240 @default.
- W2885476150 hasConceptScore W2885476150C97931131 @default.
- W2885476150 hasLocation W28854761501 @default.
- W2885476150 hasLocation W28854761502 @default.
- W2885476150 hasOpenAccess W2885476150 @default.
- W2885476150 hasPrimaryLocation W28854761501 @default.
- W2885476150 hasRelatedWork W1972656095 @default.
- W2885476150 hasRelatedWork W2024160000 @default.
- W2885476150 hasRelatedWork W2061273563 @default.
- W2885476150 hasRelatedWork W2285052147 @default.
- W2885476150 hasRelatedWork W2729514902 @default.
- W2885476150 hasRelatedWork W2743258233 @default.
- W2885476150 hasRelatedWork W2773500201 @default.
- W2885476150 hasRelatedWork W2998168123 @default.
- W2885476150 hasRelatedWork W4287995534 @default.
- W2885476150 hasRelatedWork W2073139667 @default.
- W2885476150 isParatext "false" @default.
- W2885476150 isRetracted "false" @default.
- W2885476150 magId "2885476150" @default.
- W2885476150 workType "article" @default.