Matches in SemOpenAlex for { <https://semopenalex.org/work/W4322732313> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4322732313 abstract "The dense small objects detection is a challenging task in the scenario of UAV aerial surveillance. This paper proposes an improved YOLOv5 detection method for the dense small objects in high resolution images. To augment the dataset, a 20% overlap crop is used for the UAV aerial photography training set. In order to detect the tiny objects in the aerial photos of UAV, a tiny detection head is added on the basis of YOLOv5. The SPP and CBAM modules are introduced in the head of the model, SPP for feature fusion at different scales and CBAM for adding attention to spatial and channel dimensions. Multiple experiments are conducted on the VisDrone 2019 dataset, the results show that the mAP of 12 classes detected by the model is 30.4%, and 3.1% higher than the original YOLOv5." @default.
- W4322732313 created "2023-03-03" @default.
- W4322732313 creator A5036571600 @default.
- W4322732313 creator A5072709173 @default.
- W4322732313 creator A5091606000 @default.
- W4322732313 date "2023-03-01" @default.
- W4322732313 modified "2023-09-27" @default.
- W4322732313 title "An improved YOLOv5 method for small object detection in high resolution images" @default.
- W4322732313 cites W2109255472 @default.
- W4322732313 cites W4250685322 @default.
- W4322732313 doi "https://doi.org/10.1117/12.2673151" @default.
- W4322732313 hasPublicationYear "2023" @default.
- W4322732313 type Work @default.
- W4322732313 citedByCount "0" @default.
- W4322732313 crossrefType "proceedings-article" @default.
- W4322732313 hasAuthorship W4322732313A5036571600 @default.
- W4322732313 hasAuthorship W4322732313A5072709173 @default.
- W4322732313 hasAuthorship W4322732313A5091606000 @default.
- W4322732313 hasConcept C115961682 @default.
- W4322732313 hasConcept C127162648 @default.
- W4322732313 hasConcept C133214962 @default.
- W4322732313 hasConcept C138885662 @default.
- W4322732313 hasConcept C153180895 @default.
- W4322732313 hasConcept C154945302 @default.
- W4322732313 hasConcept C205372480 @default.
- W4322732313 hasConcept C205649164 @default.
- W4322732313 hasConcept C2776151529 @default.
- W4322732313 hasConcept C2776401178 @default.
- W4322732313 hasConcept C2776429412 @default.
- W4322732313 hasConcept C3020199158 @default.
- W4322732313 hasConcept C31258907 @default.
- W4322732313 hasConcept C31972630 @default.
- W4322732313 hasConcept C41008148 @default.
- W4322732313 hasConcept C41895202 @default.
- W4322732313 hasConcept C62649853 @default.
- W4322732313 hasConceptScore W4322732313C115961682 @default.
- W4322732313 hasConceptScore W4322732313C127162648 @default.
- W4322732313 hasConceptScore W4322732313C133214962 @default.
- W4322732313 hasConceptScore W4322732313C138885662 @default.
- W4322732313 hasConceptScore W4322732313C153180895 @default.
- W4322732313 hasConceptScore W4322732313C154945302 @default.
- W4322732313 hasConceptScore W4322732313C205372480 @default.
- W4322732313 hasConceptScore W4322732313C205649164 @default.
- W4322732313 hasConceptScore W4322732313C2776151529 @default.
- W4322732313 hasConceptScore W4322732313C2776401178 @default.
- W4322732313 hasConceptScore W4322732313C2776429412 @default.
- W4322732313 hasConceptScore W4322732313C3020199158 @default.
- W4322732313 hasConceptScore W4322732313C31258907 @default.
- W4322732313 hasConceptScore W4322732313C31972630 @default.
- W4322732313 hasConceptScore W4322732313C41008148 @default.
- W4322732313 hasConceptScore W4322732313C41895202 @default.
- W4322732313 hasConceptScore W4322732313C62649853 @default.
- W4322732313 hasLocation W43227323131 @default.
- W4322732313 hasOpenAccess W4322732313 @default.
- W4322732313 hasPrimaryLocation W43227323131 @default.
- W4322732313 hasRelatedWork W137416770 @default.
- W4322732313 hasRelatedWork W2090093270 @default.
- W4322732313 hasRelatedWork W2103445877 @default.
- W4322732313 hasRelatedWork W2163873407 @default.
- W4322732313 hasRelatedWork W2296151615 @default.
- W4322732313 hasRelatedWork W2370110342 @default.
- W4322732313 hasRelatedWork W2534909612 @default.
- W4322732313 hasRelatedWork W2904509960 @default.
- W4322732313 hasRelatedWork W3002270006 @default.
- W4322732313 hasRelatedWork W3204153416 @default.
- W4322732313 isParatext "false" @default.
- W4322732313 isRetracted "false" @default.
- W4322732313 workType "article" @default.