Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200492092> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4200492092 endingPage "87" @default.
- W4200492092 startingPage "87" @default.
- W4200492092 abstract "Unmanned air vehicle (UAV) based imaging has been an attractive technology to be used for wind turbine blades (WTBs) monitoring. In such applications, image motion blur is a challenging problem which means that motion deblurring is of great significance in the monitoring of running WTBs. However, an embarrassing fact for these applications is the lack of sufficient WTB images, which should include better pairs of sharp images and blurred images captured under the same conditions for network model training. To overcome the challenge of image pair acquisition, a training sample synthesis method is proposed. Sharp images of static WTBs were first captured, and then video sequences were prepared by running WTBs at different speeds. The blurred images were identified from the video sequences and matched to the sharp images using image difference. To expand the sample dataset, rotational motion blurs were simulated on different WTBs. Synthetic image pairs were then produced by fusing sharp images and images of simulated blurs. Finally, a total of 4000 image pairs were obtained. To conduct motion deblurring, a hybrid deblurring network integrated with DeblurGAN and DeblurGANv2 was deployed. The results show that the integration of DeblurGANv2 and Inception-ResNet-v2 provides better deblurred images, in terms of both metrics of signal-to-noise ratio (80.138) and structural similarity (0.950) than those obtained from the comparable networks of DeblurGAN and MobileNet-DeblurGANv2." @default.
- W4200492092 created "2021-12-31" @default.
- W4200492092 creator A5008932447 @default.
- W4200492092 creator A5020022566 @default.
- W4200492092 creator A5053146359 @default.
- W4200492092 creator A5057422251 @default.
- W4200492092 creator A5080122070 @default.
- W4200492092 date "2021-12-25" @default.
- W4200492092 modified "2023-10-13" @default.
- W4200492092 title "Motion Blur Removal for Uav-Based Wind Turbine Blade Images Using Synthetic Datasets" @default.
- W4200492092 cites W2133059825 @default.
- W4200492092 cites W2133665775 @default.
- W4200492092 cites W2310441878 @default.
- W4200492092 cites W2560760489 @default.
- W4200492092 cites W2597358295 @default.
- W4200492092 cites W2889886394 @default.
- W4200492092 cites W2917896152 @default.
- W4200492092 cites W2926145291 @default.
- W4200492092 cites W2934111897 @default.
- W4200492092 cites W2940216244 @default.
- W4200492092 cites W2988659191 @default.
- W4200492092 cites W3037944824 @default.
- W4200492092 cites W3101498285 @default.
- W4200492092 cites W3101584909 @default.
- W4200492092 cites W3126994406 @default.
- W4200492092 cites W3149923502 @default.
- W4200492092 cites W3169803266 @default.
- W4200492092 cites W3208164443 @default.
- W4200492092 doi "https://doi.org/10.3390/rs14010087" @default.
- W4200492092 hasPublicationYear "2021" @default.
- W4200492092 type Work @default.
- W4200492092 citedByCount "8" @default.
- W4200492092 countsByYear W42004920922022 @default.
- W4200492092 countsByYear W42004920922023 @default.
- W4200492092 crossrefType "journal-article" @default.
- W4200492092 hasAuthorship W4200492092A5008932447 @default.
- W4200492092 hasAuthorship W4200492092A5020022566 @default.
- W4200492092 hasAuthorship W4200492092A5053146359 @default.
- W4200492092 hasAuthorship W4200492092A5057422251 @default.
- W4200492092 hasAuthorship W4200492092A5080122070 @default.
- W4200492092 hasBestOaLocation W42004920921 @default.
- W4200492092 hasConcept C103278499 @default.
- W4200492092 hasConcept C104114177 @default.
- W4200492092 hasConcept C106430172 @default.
- W4200492092 hasConcept C115961682 @default.
- W4200492092 hasConcept C121332964 @default.
- W4200492092 hasConcept C154945302 @default.
- W4200492092 hasConcept C198531522 @default.
- W4200492092 hasConcept C2777693668 @default.
- W4200492092 hasConcept C2777708103 @default.
- W4200492092 hasConcept C31972630 @default.
- W4200492092 hasConcept C41008148 @default.
- W4200492092 hasConcept C9417928 @default.
- W4200492092 hasConcept C97355855 @default.
- W4200492092 hasConcept C99498987 @default.
- W4200492092 hasConceptScore W4200492092C103278499 @default.
- W4200492092 hasConceptScore W4200492092C104114177 @default.
- W4200492092 hasConceptScore W4200492092C106430172 @default.
- W4200492092 hasConceptScore W4200492092C115961682 @default.
- W4200492092 hasConceptScore W4200492092C121332964 @default.
- W4200492092 hasConceptScore W4200492092C154945302 @default.
- W4200492092 hasConceptScore W4200492092C198531522 @default.
- W4200492092 hasConceptScore W4200492092C2777693668 @default.
- W4200492092 hasConceptScore W4200492092C2777708103 @default.
- W4200492092 hasConceptScore W4200492092C31972630 @default.
- W4200492092 hasConceptScore W4200492092C41008148 @default.
- W4200492092 hasConceptScore W4200492092C9417928 @default.
- W4200492092 hasConceptScore W4200492092C97355855 @default.
- W4200492092 hasConceptScore W4200492092C99498987 @default.
- W4200492092 hasFunder F4320321001 @default.
- W4200492092 hasIssue "1" @default.
- W4200492092 hasLocation W42004920921 @default.
- W4200492092 hasLocation W42004920922 @default.
- W4200492092 hasOpenAccess W4200492092 @default.
- W4200492092 hasPrimaryLocation W42004920921 @default.
- W4200492092 hasRelatedWork W2008178540 @default.
- W4200492092 hasRelatedWork W2060613391 @default.
- W4200492092 hasRelatedWork W2074521809 @default.
- W4200492092 hasRelatedWork W2094238738 @default.
- W4200492092 hasRelatedWork W2132132164 @default.
- W4200492092 hasRelatedWork W2140617750 @default.
- W4200492092 hasRelatedWork W2154781827 @default.
- W4200492092 hasRelatedWork W2354226224 @default.
- W4200492092 hasRelatedWork W3035628928 @default.
- W4200492092 hasRelatedWork W4365152410 @default.
- W4200492092 hasVolume "14" @default.
- W4200492092 isParatext "false" @default.
- W4200492092 isRetracted "false" @default.
- W4200492092 workType "article" @default.