Matches in SemOpenAlex for { <https://semopenalex.org/work/W4318954087> ?p ?o ?g. }
- W4318954087 endingPage "11478" @default.
- W4318954087 startingPage "11463" @default.
- W4318954087 abstract "Multi-category vessel detection and classification based on satellite imagery attract a lot of attention due to their significant applications in the military and civilian domains. In this study, we generated a new Artificial-SAR-Vessel dataset based on the combination of the FUSAR-Ship dataset and the SimpleCopyPaste method. We further proposed a novel multi-category vessel detection called CRAS-YOLO which consisted of a convolutional block attention module (CBAM), receptive fields block (RFB), and adaptively spatial feature fusion (ASFF) based on YOLOv5s. The proposed CRAS-YOLO improved the feature pyramid network based on the path aggregation network (PANet), which integrates the RFB feature enhancement module and ASFF feature fusion strategy to obtain richer feature information and realize the adaptive fusion of multi-scale features (RA-PANet). At the same time, a CBAM is added to the backbone to accurately locate the vessel location and improve detection capability. The results confirmed that the proposed CRAS-YOLO model reached a precision, recall rate, and mean average precision (mAP) (0.5) of up to 90.4%, 88.6%, and 92.1% respectively. The proposed model also outperformed previous studies’ results in another Sar Ship Detection (SSDD) dataset with precision, recall, and mAP scores of up to 97.3%, 95.5%, and 98.7% respectively." @default.
- W4318954087 created "2023-02-03" @default.
- W4318954087 creator A5009949085 @default.
- W4318954087 creator A5013291354 @default.
- W4318954087 creator A5025664920 @default.
- W4318954087 date "2023-01-01" @default.
- W4318954087 modified "2023-10-05" @default.
- W4318954087 title "CRAS-YOLO: A Novel Multi-Category Vessel Detection and Classification Model Based on YOLOv5s Algorithm" @default.
- W4318954087 cites W1536680647 @default.
- W4318954087 cites W2018499866 @default.
- W4318954087 cites W2083970667 @default.
- W4318954087 cites W2099507093 @default.
- W4318954087 cites W2102605133 @default.
- W4318954087 cites W2133059825 @default.
- W4318954087 cites W2539355242 @default.
- W4318954087 cites W2565639579 @default.
- W4318954087 cites W2752782242 @default.
- W4318954087 cites W2774244034 @default.
- W4318954087 cites W2884585870 @default.
- W4318954087 cites W2928007866 @default.
- W4318954087 cites W2946589087 @default.
- W4318954087 cites W2963037989 @default.
- W4318954087 cites W2963351448 @default.
- W4318954087 cites W2963604034 @default.
- W4318954087 cites W2963857746 @default.
- W4318954087 cites W2964444661 @default.
- W4318954087 cites W3012162230 @default.
- W4318954087 cites W3016975790 @default.
- W4318954087 cites W3029259277 @default.
- W4318954087 cites W3032837604 @default.
- W4318954087 cites W3033996275 @default.
- W4318954087 cites W3034971973 @default.
- W4318954087 cites W3038948729 @default.
- W4318954087 cites W3041525128 @default.
- W4318954087 cites W3042011474 @default.
- W4318954087 cites W3106250896 @default.
- W4318954087 cites W3163510280 @default.
- W4318954087 cites W3166561508 @default.
- W4318954087 cites W3176659256 @default.
- W4318954087 cites W3193729710 @default.
- W4318954087 cites W4200381407 @default.
- W4318954087 cites W4206912789 @default.
- W4318954087 cites W4242231307 @default.
- W4318954087 cites W4285221100 @default.
- W4318954087 cites W4285261749 @default.
- W4318954087 cites W4296746263 @default.
- W4318954087 cites W639708223 @default.
- W4318954087 doi "https://doi.org/10.1109/access.2023.3241630" @default.
- W4318954087 hasPublicationYear "2023" @default.
- W4318954087 type Work @default.
- W4318954087 citedByCount "4" @default.
- W4318954087 countsByYear W43189540872023 @default.
- W4318954087 crossrefType "journal-article" @default.
- W4318954087 hasAuthorship W4318954087A5009949085 @default.
- W4318954087 hasAuthorship W4318954087A5013291354 @default.
- W4318954087 hasAuthorship W4318954087A5025664920 @default.
- W4318954087 hasBestOaLocation W43189540871 @default.
- W4318954087 hasConcept C11413529 @default.
- W4318954087 hasConcept C138885662 @default.
- W4318954087 hasConcept C142575187 @default.
- W4318954087 hasConcept C153180895 @default.
- W4318954087 hasConcept C154945302 @default.
- W4318954087 hasConcept C2524010 @default.
- W4318954087 hasConcept C2776401178 @default.
- W4318954087 hasConcept C2777210771 @default.
- W4318954087 hasConcept C2987098735 @default.
- W4318954087 hasConcept C31258907 @default.
- W4318954087 hasConcept C31972630 @default.
- W4318954087 hasConcept C33923547 @default.
- W4318954087 hasConcept C41008148 @default.
- W4318954087 hasConcept C41895202 @default.
- W4318954087 hasConcept C88796919 @default.
- W4318954087 hasConceptScore W4318954087C11413529 @default.
- W4318954087 hasConceptScore W4318954087C138885662 @default.
- W4318954087 hasConceptScore W4318954087C142575187 @default.
- W4318954087 hasConceptScore W4318954087C153180895 @default.
- W4318954087 hasConceptScore W4318954087C154945302 @default.
- W4318954087 hasConceptScore W4318954087C2524010 @default.
- W4318954087 hasConceptScore W4318954087C2776401178 @default.
- W4318954087 hasConceptScore W4318954087C2777210771 @default.
- W4318954087 hasConceptScore W4318954087C2987098735 @default.
- W4318954087 hasConceptScore W4318954087C31258907 @default.
- W4318954087 hasConceptScore W4318954087C31972630 @default.
- W4318954087 hasConceptScore W4318954087C33923547 @default.
- W4318954087 hasConceptScore W4318954087C41008148 @default.
- W4318954087 hasConceptScore W4318954087C41895202 @default.
- W4318954087 hasConceptScore W4318954087C88796919 @default.
- W4318954087 hasFunder F4320321432 @default.
- W4318954087 hasLocation W43189540871 @default.
- W4318954087 hasOpenAccess W4318954087 @default.
- W4318954087 hasPrimaryLocation W43189540871 @default.
- W4318954087 hasRelatedWork W1504288058 @default.
- W4318954087 hasRelatedWork W2017205855 @default.
- W4318954087 hasRelatedWork W2031347084 @default.
- W4318954087 hasRelatedWork W2048505601 @default.
- W4318954087 hasRelatedWork W2167293474 @default.
- W4318954087 hasRelatedWork W2331674254 @default.
- W4318954087 hasRelatedWork W2358403311 @default.