Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312912141> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4312912141 abstract "Deep learning has achieved promising results in predicting impedance inversion from seismic data. The volume of seismic data, especially 3D seismic data, is very large. Therefore, it is particularly important to improve the accuracy while ensuring the model efficiency for practicability and follow-up research. In this paper, we present Residual Attention Net (ResANet), a CNN with residual modules and two attention mechanisms: channel-wise attention and feature-map attention, for seismic impedance inversion. The proposed network can fuse multi-scale channel information and recalibrate channel-wise feature responses as well as receptive fields adaptively. At the same time, we adopt grouped convolution to improve the computation. Marmousi2 model test results show that our network outperforms several state-of-the-art neural network models in accuracy and stability with superior efficiency for seismic data impedance inversion." @default.
- W4312912141 created "2023-01-05" @default.
- W4312912141 creator A5005327204 @default.
- W4312912141 creator A5065477039 @default.
- W4312912141 creator A5089838523 @default.
- W4312912141 date "2022-07-17" @default.
- W4312912141 modified "2023-09-27" @default.
- W4312912141 title "Seismic Impedance Inversion based on Residual Attention Network" @default.
- W4312912141 cites W2097117768 @default.
- W4312912141 cites W2114567332 @default.
- W4312912141 cites W2618530766 @default.
- W4312912141 cites W2752782242 @default.
- W4312912141 cites W2890599198 @default.
- W4312912141 cites W2922509574 @default.
- W4312912141 cites W2964350391 @default.
- W4312912141 cites W2999581854 @default.
- W4312912141 doi "https://doi.org/10.1109/igarss46834.2022.9884815" @default.
- W4312912141 hasPublicationYear "2022" @default.
- W4312912141 type Work @default.
- W4312912141 citedByCount "0" @default.
- W4312912141 crossrefType "proceedings-article" @default.
- W4312912141 hasAuthorship W4312912141A5005327204 @default.
- W4312912141 hasAuthorship W4312912141A5065477039 @default.
- W4312912141 hasAuthorship W4312912141A5089838523 @default.
- W4312912141 hasConcept C11413529 @default.
- W4312912141 hasConcept C119599485 @default.
- W4312912141 hasConcept C127313418 @default.
- W4312912141 hasConcept C127413603 @default.
- W4312912141 hasConcept C141353440 @default.
- W4312912141 hasConcept C153180895 @default.
- W4312912141 hasConcept C154945302 @default.
- W4312912141 hasConcept C155512373 @default.
- W4312912141 hasConcept C165205528 @default.
- W4312912141 hasConcept C17829176 @default.
- W4312912141 hasConcept C1893757 @default.
- W4312912141 hasConcept C41008148 @default.
- W4312912141 hasConcept C45347329 @default.
- W4312912141 hasConcept C45374587 @default.
- W4312912141 hasConcept C50644808 @default.
- W4312912141 hasConcept C77928131 @default.
- W4312912141 hasConcept C81363708 @default.
- W4312912141 hasConceptScore W4312912141C11413529 @default.
- W4312912141 hasConceptScore W4312912141C119599485 @default.
- W4312912141 hasConceptScore W4312912141C127313418 @default.
- W4312912141 hasConceptScore W4312912141C127413603 @default.
- W4312912141 hasConceptScore W4312912141C141353440 @default.
- W4312912141 hasConceptScore W4312912141C153180895 @default.
- W4312912141 hasConceptScore W4312912141C154945302 @default.
- W4312912141 hasConceptScore W4312912141C155512373 @default.
- W4312912141 hasConceptScore W4312912141C165205528 @default.
- W4312912141 hasConceptScore W4312912141C17829176 @default.
- W4312912141 hasConceptScore W4312912141C1893757 @default.
- W4312912141 hasConceptScore W4312912141C41008148 @default.
- W4312912141 hasConceptScore W4312912141C45347329 @default.
- W4312912141 hasConceptScore W4312912141C45374587 @default.
- W4312912141 hasConceptScore W4312912141C50644808 @default.
- W4312912141 hasConceptScore W4312912141C77928131 @default.
- W4312912141 hasConceptScore W4312912141C81363708 @default.
- W4312912141 hasLocation W43129121411 @default.
- W4312912141 hasOpenAccess W4312912141 @default.
- W4312912141 hasPrimaryLocation W43129121411 @default.
- W4312912141 hasRelatedWork W2175746458 @default.
- W4312912141 hasRelatedWork W2732542196 @default.
- W4312912141 hasRelatedWork W2760085659 @default.
- W4312912141 hasRelatedWork W2939136205 @default.
- W4312912141 hasRelatedWork W2973451922 @default.
- W4312912141 hasRelatedWork W2998169797 @default.
- W4312912141 hasRelatedWork W3093612317 @default.
- W4312912141 hasRelatedWork W3157227329 @default.
- W4312912141 hasRelatedWork W3160916081 @default.
- W4312912141 hasRelatedWork W4312417841 @default.
- W4312912141 isParatext "false" @default.
- W4312912141 isRetracted "false" @default.
- W4312912141 workType "article" @default.