Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296442009> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W4296442009 abstract "Ship object detection is becoming a key technology for unmanned ships and plays a crucial role in ship safety. Aiming at the characteristics of a large difference in scale between classes and many small objects in inland rivers and ports, this paper proposes MHSA-YOLO (Multi-Head Self-Attention-You Only Look Once) based on Multi-Head Self-Attention (MHSA) and You Only Look Once (YOLO) network to implement the ship object detection in inland rivers. More specifically, this proposed method introduces MHSA in the feature extraction process to weaken the interference of complex background information and strengthen the feature information of the ship objects. Further, a simplified two-way feature pyramid is developed in the feature fusion process so as to strengthen the fusion of feature information and the representation ability. The experimental results on the Seaships dataset show that the proposed MHSA-YOLO method achieves 97.59% mAP@.5, and is more effective compared with the state-of-the-art (SOTA) methods." @default.
- W4296442009 created "2022-09-20" @default.
- W4296442009 creator A5013970990 @default.
- W4296442009 creator A5033811648 @default.
- W4296442009 creator A5049532896 @default.
- W4296442009 creator A5086586889 @default.
- W4296442009 date "2022-07-20" @default.
- W4296442009 modified "2023-10-16" @default.
- W4296442009 title "Ship Detection in Inland Rivers Based on Multi-Head Self-Attention" @default.
- W4296442009 cites W2565639579 @default.
- W4296442009 cites W2885291434 @default.
- W4296442009 cites W2912834795 @default.
- W4296442009 cites W2963857746 @default.
- W4296442009 cites W2981864880 @default.
- W4296442009 cites W3125431596 @default.
- W4296442009 cites W3172509117 @default.
- W4296442009 doi "https://doi.org/10.1109/icsip55141.2022.9886842" @default.
- W4296442009 hasPublicationYear "2022" @default.
- W4296442009 type Work @default.
- W4296442009 citedByCount "1" @default.
- W4296442009 countsByYear W42964420092023 @default.
- W4296442009 crossrefType "proceedings-article" @default.
- W4296442009 hasAuthorship W4296442009A5013970990 @default.
- W4296442009 hasAuthorship W4296442009A5033811648 @default.
- W4296442009 hasAuthorship W4296442009A5049532896 @default.
- W4296442009 hasAuthorship W4296442009A5086586889 @default.
- W4296442009 hasConcept C111919701 @default.
- W4296442009 hasConcept C114793014 @default.
- W4296442009 hasConcept C127313418 @default.
- W4296442009 hasConcept C138885662 @default.
- W4296442009 hasConcept C142575187 @default.
- W4296442009 hasConcept C154945302 @default.
- W4296442009 hasConcept C17744445 @default.
- W4296442009 hasConcept C199539241 @default.
- W4296442009 hasConcept C2524010 @default.
- W4296442009 hasConcept C26517878 @default.
- W4296442009 hasConcept C2776359362 @default.
- W4296442009 hasConcept C2776401178 @default.
- W4296442009 hasConcept C2780312720 @default.
- W4296442009 hasConcept C2781238097 @default.
- W4296442009 hasConcept C31972630 @default.
- W4296442009 hasConcept C33923547 @default.
- W4296442009 hasConcept C38652104 @default.
- W4296442009 hasConcept C41008148 @default.
- W4296442009 hasConcept C41895202 @default.
- W4296442009 hasConcept C52622490 @default.
- W4296442009 hasConcept C94625758 @default.
- W4296442009 hasConcept C98045186 @default.
- W4296442009 hasConceptScore W4296442009C111919701 @default.
- W4296442009 hasConceptScore W4296442009C114793014 @default.
- W4296442009 hasConceptScore W4296442009C127313418 @default.
- W4296442009 hasConceptScore W4296442009C138885662 @default.
- W4296442009 hasConceptScore W4296442009C142575187 @default.
- W4296442009 hasConceptScore W4296442009C154945302 @default.
- W4296442009 hasConceptScore W4296442009C17744445 @default.
- W4296442009 hasConceptScore W4296442009C199539241 @default.
- W4296442009 hasConceptScore W4296442009C2524010 @default.
- W4296442009 hasConceptScore W4296442009C26517878 @default.
- W4296442009 hasConceptScore W4296442009C2776359362 @default.
- W4296442009 hasConceptScore W4296442009C2776401178 @default.
- W4296442009 hasConceptScore W4296442009C2780312720 @default.
- W4296442009 hasConceptScore W4296442009C2781238097 @default.
- W4296442009 hasConceptScore W4296442009C31972630 @default.
- W4296442009 hasConceptScore W4296442009C33923547 @default.
- W4296442009 hasConceptScore W4296442009C38652104 @default.
- W4296442009 hasConceptScore W4296442009C41008148 @default.
- W4296442009 hasConceptScore W4296442009C41895202 @default.
- W4296442009 hasConceptScore W4296442009C52622490 @default.
- W4296442009 hasConceptScore W4296442009C94625758 @default.
- W4296442009 hasConceptScore W4296442009C98045186 @default.
- W4296442009 hasLocation W42964420091 @default.
- W4296442009 hasOpenAccess W4296442009 @default.
- W4296442009 hasPrimaryLocation W42964420091 @default.
- W4296442009 hasRelatedWork W1504288058 @default.
- W4296442009 hasRelatedWork W1837097281 @default.
- W4296442009 hasRelatedWork W1966410754 @default.
- W4296442009 hasRelatedWork W2007544051 @default.
- W4296442009 hasRelatedWork W2103150354 @default.
- W4296442009 hasRelatedWork W2325242284 @default.
- W4296442009 hasRelatedWork W2363840281 @default.
- W4296442009 hasRelatedWork W2789220062 @default.
- W4296442009 hasRelatedWork W2975200075 @default.
- W4296442009 hasRelatedWork W4320802741 @default.
- W4296442009 isParatext "false" @default.
- W4296442009 isRetracted "false" @default.
- W4296442009 workType "article" @default.