Matches in SemOpenAlex for { <https://semopenalex.org/work/W4379780991> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4379780991 endingPage "5" @default.
- W4379780991 startingPage "1" @default.
- W4379780991 abstract "The realm of Synthetic Aperture Radar (SAR) ship detection has witnessed widespread adoption of deep learning, owing to its exceptional detection accuracy and end-to-end capabilities. Despite these advantages, the current SAR ship target detection methods still face the challenge of detecting small-scale targets and are difficult to be deployed on satellite platforms due to their complex models and huge computational effort. To overcome these problems, based on the YOLOv5 architecture, we present a super lightweight and efficient SAR ship target detection method named SLit-YOLOv5. Our proposed model comprises two essential components, IMNet and Slim-BiFPN. IMNet serves as the backbone feature extraction network, significantly enhancing the feature extraction capability while reducing the number of parameters by half. Slim-BiFPN achieves adaptive fusion of multi-scale features with fewer parameters. To validate the proposed model, we conducted an experimental evaluation on the SAR ship detection dataset (SSDD), and the results show that our SLit-YOLOv5 model outperforms the currently popular lightweight SAR ship target detection methods with high detection accuracy, low floating-point operations, and very few params." @default.
- W4379780991 created "2023-06-09" @default.
- W4379780991 creator A5034600743 @default.
- W4379780991 creator A5039312987 @default.
- W4379780991 creator A5045509099 @default.
- W4379780991 date "2023-01-01" @default.
- W4379780991 modified "2023-09-27" @default.
- W4379780991 title "A Super Lightweight and Efficient SAR Image Ship Detector" @default.
- W4379780991 cites W2963150697 @default.
- W4379780991 cites W2982083293 @default.
- W4379780991 cites W2982770724 @default.
- W4379780991 cites W2982836648 @default.
- W4379780991 cites W3032837604 @default.
- W4379780991 cites W3033996275 @default.
- W4379780991 cites W3112594048 @default.
- W4379780991 cites W3177052299 @default.
- W4379780991 cites W3200733355 @default.
- W4379780991 cites W4200434711 @default.
- W4379780991 cites W4224239645 @default.
- W4379780991 cites W4281762445 @default.
- W4379780991 cites W4296105802 @default.
- W4379780991 cites W4297549407 @default.
- W4379780991 cites W4312862224 @default.
- W4379780991 doi "https://doi.org/10.1109/lgrs.2023.3284093" @default.
- W4379780991 hasPublicationYear "2023" @default.
- W4379780991 type Work @default.
- W4379780991 citedByCount "0" @default.
- W4379780991 crossrefType "journal-article" @default.
- W4379780991 hasAuthorship W4379780991A5034600743 @default.
- W4379780991 hasAuthorship W4379780991A5039312987 @default.
- W4379780991 hasAuthorship W4379780991A5045509099 @default.
- W4379780991 hasConcept C108583219 @default.
- W4379780991 hasConcept C10929652 @default.
- W4379780991 hasConcept C127313418 @default.
- W4379780991 hasConcept C127413603 @default.
- W4379780991 hasConcept C138885662 @default.
- W4379780991 hasConcept C146978453 @default.
- W4379780991 hasConcept C153180895 @default.
- W4379780991 hasConcept C154945302 @default.
- W4379780991 hasConcept C19269812 @default.
- W4379780991 hasConcept C2776151529 @default.
- W4379780991 hasConcept C2776401178 @default.
- W4379780991 hasConcept C31972630 @default.
- W4379780991 hasConcept C41008148 @default.
- W4379780991 hasConcept C41895202 @default.
- W4379780991 hasConcept C52622490 @default.
- W4379780991 hasConcept C554190296 @default.
- W4379780991 hasConcept C62649853 @default.
- W4379780991 hasConcept C76155785 @default.
- W4379780991 hasConcept C79403827 @default.
- W4379780991 hasConcept C81363708 @default.
- W4379780991 hasConcept C87360688 @default.
- W4379780991 hasConcept C94915269 @default.
- W4379780991 hasConceptScore W4379780991C108583219 @default.
- W4379780991 hasConceptScore W4379780991C10929652 @default.
- W4379780991 hasConceptScore W4379780991C127313418 @default.
- W4379780991 hasConceptScore W4379780991C127413603 @default.
- W4379780991 hasConceptScore W4379780991C138885662 @default.
- W4379780991 hasConceptScore W4379780991C146978453 @default.
- W4379780991 hasConceptScore W4379780991C153180895 @default.
- W4379780991 hasConceptScore W4379780991C154945302 @default.
- W4379780991 hasConceptScore W4379780991C19269812 @default.
- W4379780991 hasConceptScore W4379780991C2776151529 @default.
- W4379780991 hasConceptScore W4379780991C2776401178 @default.
- W4379780991 hasConceptScore W4379780991C31972630 @default.
- W4379780991 hasConceptScore W4379780991C41008148 @default.
- W4379780991 hasConceptScore W4379780991C41895202 @default.
- W4379780991 hasConceptScore W4379780991C52622490 @default.
- W4379780991 hasConceptScore W4379780991C554190296 @default.
- W4379780991 hasConceptScore W4379780991C62649853 @default.
- W4379780991 hasConceptScore W4379780991C76155785 @default.
- W4379780991 hasConceptScore W4379780991C79403827 @default.
- W4379780991 hasConceptScore W4379780991C81363708 @default.
- W4379780991 hasConceptScore W4379780991C87360688 @default.
- W4379780991 hasConceptScore W4379780991C94915269 @default.
- W4379780991 hasLocation W43797809911 @default.
- W4379780991 hasOpenAccess W4379780991 @default.
- W4379780991 hasPrimaryLocation W43797809911 @default.
- W4379780991 hasRelatedWork W1964120219 @default.
- W4379780991 hasRelatedWork W2059299633 @default.
- W4379780991 hasRelatedWork W2279398222 @default.
- W4379780991 hasRelatedWork W2773120646 @default.
- W4379780991 hasRelatedWork W2889079306 @default.
- W4379780991 hasRelatedWork W2982947611 @default.
- W4379780991 hasRelatedWork W3011074480 @default.
- W4379780991 hasRelatedWork W3156786002 @default.
- W4379780991 hasRelatedWork W4299822940 @default.
- W4379780991 hasRelatedWork W4311401716 @default.
- W4379780991 hasVolume "20" @default.
- W4379780991 isParatext "false" @default.
- W4379780991 isRetracted "false" @default.
- W4379780991 workType "article" @default.