Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367016529> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4367016529 abstract "Rail surface defects detection is a significant and challenging task to ensure the safety and efficiency of railway transportation. Due to the variety of shapes and sizes of rail surface defects, the existing methods based on a single-source data have low detection accuracy, high false alarm and high miss rate. In this paper, a fusion detection method is proposed based on one-dimensional (lD) vibration signals and two-dimensional (2D) images. Firstly, an Improved Sparse Auto Encoder (ISAE) is used to extract the features of vibration signals. Then Linear Discriminant Analysis-Support Vector Classifier (LDA-SVC) is utilized to diagnose rail surface defects by feature dimension reduction. At the same time, combined with YOLOv5, defects are located and detected based on 2D images. Finally, the results of the two models are fused at the decision-level. The experimental results show that the integration of multi-source information effectively improves the detection accuracy and provides maintenance guidance for the railway department." @default.
- W4367016529 created "2023-04-27" @default.
- W4367016529 creator A5011500179 @default.
- W4367016529 creator A5014601688 @default.
- W4367016529 creator A5021515083 @default.
- W4367016529 creator A5024998766 @default.
- W4367016529 creator A5044382378 @default.
- W4367016529 creator A5046789411 @default.
- W4367016529 date "2023-02-24" @default.
- W4367016529 modified "2023-09-26" @default.
- W4367016529 title "A fusion method based on 1D vibration signals and 2D images for detection of railway surface defects" @default.
- W4367016529 cites W1965744128 @default.
- W4367016529 cites W2044653390 @default.
- W4367016529 cites W2913074553 @default.
- W4367016529 cites W3107690007 @default.
- W4367016529 cites W3155739706 @default.
- W4367016529 cites W3177456145 @default.
- W4367016529 cites W3208486706 @default.
- W4367016529 cites W4229010399 @default.
- W4367016529 cites W4280616026 @default.
- W4367016529 cites W4289781825 @default.
- W4367016529 doi "https://doi.org/10.1109/nnice58320.2023.10105728" @default.
- W4367016529 hasPublicationYear "2023" @default.
- W4367016529 type Work @default.
- W4367016529 citedByCount "0" @default.
- W4367016529 crossrefType "proceedings-article" @default.
- W4367016529 hasAuthorship W4367016529A5011500179 @default.
- W4367016529 hasAuthorship W4367016529A5014601688 @default.
- W4367016529 hasAuthorship W4367016529A5021515083 @default.
- W4367016529 hasAuthorship W4367016529A5024998766 @default.
- W4367016529 hasAuthorship W4367016529A5044382378 @default.
- W4367016529 hasAuthorship W4367016529A5046789411 @default.
- W4367016529 hasConcept C121332964 @default.
- W4367016529 hasConcept C153180895 @default.
- W4367016529 hasConcept C154945302 @default.
- W4367016529 hasConcept C198394728 @default.
- W4367016529 hasConcept C24890656 @default.
- W4367016529 hasConcept C2776836416 @default.
- W4367016529 hasConcept C31972630 @default.
- W4367016529 hasConcept C33954974 @default.
- W4367016529 hasConcept C41008148 @default.
- W4367016529 hasConcept C52622490 @default.
- W4367016529 hasConcept C69738355 @default.
- W4367016529 hasConcept C77052588 @default.
- W4367016529 hasConcept C95623464 @default.
- W4367016529 hasConceptScore W4367016529C121332964 @default.
- W4367016529 hasConceptScore W4367016529C153180895 @default.
- W4367016529 hasConceptScore W4367016529C154945302 @default.
- W4367016529 hasConceptScore W4367016529C198394728 @default.
- W4367016529 hasConceptScore W4367016529C24890656 @default.
- W4367016529 hasConceptScore W4367016529C2776836416 @default.
- W4367016529 hasConceptScore W4367016529C31972630 @default.
- W4367016529 hasConceptScore W4367016529C33954974 @default.
- W4367016529 hasConceptScore W4367016529C41008148 @default.
- W4367016529 hasConceptScore W4367016529C52622490 @default.
- W4367016529 hasConceptScore W4367016529C69738355 @default.
- W4367016529 hasConceptScore W4367016529C77052588 @default.
- W4367016529 hasConceptScore W4367016529C95623464 @default.
- W4367016529 hasLocation W43670165291 @default.
- W4367016529 hasOpenAccess W4367016529 @default.
- W4367016529 hasPrimaryLocation W43670165291 @default.
- W4367016529 hasRelatedWork W2024390512 @default.
- W4367016529 hasRelatedWork W2104912729 @default.
- W4367016529 hasRelatedWork W2134472250 @default.
- W4367016529 hasRelatedWork W2144059113 @default.
- W4367016529 hasRelatedWork W2146076056 @default.
- W4367016529 hasRelatedWork W2365346975 @default.
- W4367016529 hasRelatedWork W2387892629 @default.
- W4367016529 hasRelatedWork W2811390910 @default.
- W4367016529 hasRelatedWork W3165453100 @default.
- W4367016529 hasRelatedWork W2131683651 @default.
- W4367016529 isParatext "false" @default.
- W4367016529 isRetracted "false" @default.
- W4367016529 workType "article" @default.