Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289522333> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4289522333 endingPage "16" @default.
- W4289522333 startingPage "1" @default.
- W4289522333 abstract "Security inspection is extremely important for the safety of public places. In this research, we are trying to propose a novel algorithm and investigated theoretically in the X-ray dataset, which can optimize the relative low detection accuracy and the latent omission detection of smaller objects when using You Only Look Once version 5 (YOLOv5). For one side, the transform detection network is selected to be added at the bottom layer of backbone structure to avoid the loss of useful information during sequential calculation. On another side, we attempt to adjust the existing PANet structural elements of the model, including their connections and other related parameters to improve the detection performance. We integrate an efficient BiFPN with the CA mechanism, which can enhance feature extraction, and named it attention-BiFPN. Experimental consequences demonstrate that the detection accuracy of the proposed model, which we name “TB-YOLOv5,” has obvious advantages in check performance compared with the mainstream one-stage object detection models. Meanwhile, compared with YOLOv5, the data results display an improvement of up to 14.9%, and the average precision at 0.5 IOU even reached 23.4% higher in the region of small object detection. Our purpose was to explore the potential of changing a popular detection algorithm such as YOLO to address specific tasks and provide insights on how specialized adjustments can influence the detection of small objects. Our work can supply an effective method of enhancing the performance of X-ray security inspection and show promising potential for deep learning in related fields." @default.
- W4289522333 created "2022-08-03" @default.
- W4289522333 creator A5002197900 @default.
- W4289522333 creator A5018326169 @default.
- W4289522333 creator A5025564666 @default.
- W4289522333 creator A5068925216 @default.
- W4289522333 date "2022-08-02" @default.
- W4289522333 modified "2023-10-15" @default.
- W4289522333 title "X-Ray Small Target Security Inspection Based on TB-YOLOv5" @default.
- W4289522333 cites W2102605133 @default.
- W4289522333 cites W2109255472 @default.
- W4289522333 cites W2560431153 @default.
- W4289522333 cites W2613000917 @default.
- W4289522333 cites W2884585870 @default.
- W4289522333 cites W2963163009 @default.
- W4289522333 cites W2964286876 @default.
- W4289522333 cites W3019909811 @default.
- W4289522333 cites W3096609285 @default.
- W4289522333 cites W3101156210 @default.
- W4289522333 cites W3128955292 @default.
- W4289522333 cites W3132342445 @default.
- W4289522333 cites W3173370405 @default.
- W4289522333 cites W4214666412 @default.
- W4289522333 cites W639708223 @default.
- W4289522333 doi "https://doi.org/10.1155/2022/2050793" @default.
- W4289522333 hasPublicationYear "2022" @default.
- W4289522333 type Work @default.
- W4289522333 citedByCount "0" @default.
- W4289522333 crossrefType "journal-article" @default.
- W4289522333 hasAuthorship W4289522333A5002197900 @default.
- W4289522333 hasAuthorship W4289522333A5018326169 @default.
- W4289522333 hasAuthorship W4289522333A5025564666 @default.
- W4289522333 hasAuthorship W4289522333A5068925216 @default.
- W4289522333 hasBestOaLocation W42895223331 @default.
- W4289522333 hasConcept C108583219 @default.
- W4289522333 hasConcept C119857082 @default.
- W4289522333 hasConcept C124101348 @default.
- W4289522333 hasConcept C138885662 @default.
- W4289522333 hasConcept C153180895 @default.
- W4289522333 hasConcept C154945302 @default.
- W4289522333 hasConcept C2776151529 @default.
- W4289522333 hasConcept C2776401178 @default.
- W4289522333 hasConcept C2781238097 @default.
- W4289522333 hasConcept C41008148 @default.
- W4289522333 hasConcept C41895202 @default.
- W4289522333 hasConceptScore W4289522333C108583219 @default.
- W4289522333 hasConceptScore W4289522333C119857082 @default.
- W4289522333 hasConceptScore W4289522333C124101348 @default.
- W4289522333 hasConceptScore W4289522333C138885662 @default.
- W4289522333 hasConceptScore W4289522333C153180895 @default.
- W4289522333 hasConceptScore W4289522333C154945302 @default.
- W4289522333 hasConceptScore W4289522333C2776151529 @default.
- W4289522333 hasConceptScore W4289522333C2776401178 @default.
- W4289522333 hasConceptScore W4289522333C2781238097 @default.
- W4289522333 hasConceptScore W4289522333C41008148 @default.
- W4289522333 hasConceptScore W4289522333C41895202 @default.
- W4289522333 hasFunder F4320321001 @default.
- W4289522333 hasLocation W42895223331 @default.
- W4289522333 hasOpenAccess W4289522333 @default.
- W4289522333 hasPrimaryLocation W42895223331 @default.
- W4289522333 hasRelatedWork W2883677709 @default.
- W4289522333 hasRelatedWork W2970686063 @default.
- W4289522333 hasRelatedWork W3014300295 @default.
- W4289522333 hasRelatedWork W4223943233 @default.
- W4289522333 hasRelatedWork W4225161397 @default.
- W4289522333 hasRelatedWork W4312200629 @default.
- W4289522333 hasRelatedWork W4360585206 @default.
- W4289522333 hasRelatedWork W4364306694 @default.
- W4289522333 hasRelatedWork W4380075502 @default.
- W4289522333 hasRelatedWork W4380086463 @default.
- W4289522333 hasVolume "2022" @default.
- W4289522333 isParatext "false" @default.
- W4289522333 isRetracted "false" @default.
- W4289522333 workType "article" @default.