Matches in SemOpenAlex for { <https://semopenalex.org/work/W3092335710> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W3092335710 abstract "We applied a one-dense-layer model to reconstruct the input images from the intensity of the speckle patterns coupled out from a multimode fiber. We studied the singular value statistics of the complex weight matrix, an approximation to the full transmission matrix. We compared the reconstruction quality with other DL models. We observed less time consuming and better tolerance to speckle patterns blocking and downsampling compared to other DL methods. We believe this one-dense-layer model shows alternative routes to retrieve the transmission matrix with machine learning. Our statistical study of the complex weight matrix would advance the physical understanding of image reconstruction through multimode fiber with different DL models." @default.
- W3092335710 created "2020-10-15" @default.
- W3092335710 creator A5033870241 @default.
- W3092335710 date "2020-10-10" @default.
- W3092335710 modified "2023-09-23" @default.
- W3092335710 title "Statistical analysis in machine learning reconstruction of images transmitted through a multimode fiber" @default.
- W3092335710 doi "https://doi.org/10.1117/12.2575177" @default.
- W3092335710 hasPublicationYear "2020" @default.
- W3092335710 type Work @default.
- W3092335710 sameAs 3092335710 @default.
- W3092335710 citedByCount "0" @default.
- W3092335710 crossrefType "proceedings-article" @default.
- W3092335710 hasAuthorship W3092335710A5033870241 @default.
- W3092335710 hasConcept C101645829 @default.
- W3092335710 hasConcept C102290492 @default.
- W3092335710 hasConcept C106487976 @default.
- W3092335710 hasConcept C110384440 @default.
- W3092335710 hasConcept C11413529 @default.
- W3092335710 hasConcept C115961682 @default.
- W3092335710 hasConcept C134306372 @default.
- W3092335710 hasConcept C141379421 @default.
- W3092335710 hasConcept C154945302 @default.
- W3092335710 hasConcept C159985019 @default.
- W3092335710 hasConcept C192562407 @default.
- W3092335710 hasConcept C194232370 @default.
- W3092335710 hasConcept C31972630 @default.
- W3092335710 hasConcept C33923547 @default.
- W3092335710 hasConcept C41008148 @default.
- W3092335710 hasConcept C519885992 @default.
- W3092335710 hasConcept C73000952 @default.
- W3092335710 hasConcept C761482 @default.
- W3092335710 hasConcept C76155785 @default.
- W3092335710 hasConceptScore W3092335710C101645829 @default.
- W3092335710 hasConceptScore W3092335710C102290492 @default.
- W3092335710 hasConceptScore W3092335710C106487976 @default.
- W3092335710 hasConceptScore W3092335710C110384440 @default.
- W3092335710 hasConceptScore W3092335710C11413529 @default.
- W3092335710 hasConceptScore W3092335710C115961682 @default.
- W3092335710 hasConceptScore W3092335710C134306372 @default.
- W3092335710 hasConceptScore W3092335710C141379421 @default.
- W3092335710 hasConceptScore W3092335710C154945302 @default.
- W3092335710 hasConceptScore W3092335710C159985019 @default.
- W3092335710 hasConceptScore W3092335710C192562407 @default.
- W3092335710 hasConceptScore W3092335710C194232370 @default.
- W3092335710 hasConceptScore W3092335710C31972630 @default.
- W3092335710 hasConceptScore W3092335710C33923547 @default.
- W3092335710 hasConceptScore W3092335710C41008148 @default.
- W3092335710 hasConceptScore W3092335710C519885992 @default.
- W3092335710 hasConceptScore W3092335710C73000952 @default.
- W3092335710 hasConceptScore W3092335710C761482 @default.
- W3092335710 hasConceptScore W3092335710C76155785 @default.
- W3092335710 hasLocation W30923357101 @default.
- W3092335710 hasOpenAccess W3092335710 @default.
- W3092335710 hasPrimaryLocation W30923357101 @default.
- W3092335710 hasRelatedWork W10586115 @default.
- W3092335710 hasRelatedWork W11658847 @default.
- W3092335710 hasRelatedWork W11815925 @default.
- W3092335710 hasRelatedWork W12452974 @default.
- W3092335710 hasRelatedWork W12906885 @default.
- W3092335710 hasRelatedWork W4608154 @default.
- W3092335710 hasRelatedWork W4858172 @default.
- W3092335710 hasRelatedWork W6382198 @default.
- W3092335710 hasRelatedWork W8049912 @default.
- W3092335710 hasRelatedWork W9702114 @default.
- W3092335710 isParatext "false" @default.
- W3092335710 isRetracted "false" @default.
- W3092335710 magId "3092335710" @default.
- W3092335710 workType "article" @default.