Matches in SemOpenAlex for { <https://semopenalex.org/work/W2979667955> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2979667955 endingPage "30502" @default.
- W2979667955 startingPage "30502" @default.
- W2979667955 abstract "The spectral reflectance of objects provides intrinsic information on material properties that have been proven beneficial in a diverse range of applications, e.g., remote sensing, agriculture and diagnostic medicine, to name a few. Existing methods for the spectral reflectance recovery from RGB or monochromatic images either ignore the effect from the illumination or implement/optimize the illumination under the linear representation assumption of the spectral reflectance. In this paper, we present a simple and efficient convolutional neural network (CNN)-based spectral reflectance recovery method with optimal illuminations. Specifically, we design illumination optimization layer to optimally multiplex illumination spectra in a given dataset or to design the optimal one under physical restrictions. Meanwhile, we develop the nonlinear representation for spectral reflectance in a data-driven way and jointly optimize illuminations under this representation in a CNN-based end-to-end architecture. Experimental results on both synthetic and real data show that our method outperforms the state-of-the-arts and verifies the advantages of deeply optimal illumination and nonlinear representation of the spectral reflectance." @default.
- W2979667955 created "2019-10-18" @default.
- W2979667955 creator A5022334521 @default.
- W2979667955 creator A5031428683 @default.
- W2979667955 creator A5048033343 @default.
- W2979667955 creator A5067800206 @default.
- W2979667955 date "2019-10-08" @default.
- W2979667955 modified "2023-10-16" @default.
- W2979667955 title "Spectral reflectance recovery using optimal illuminations" @default.
- W2979667955 cites W1971319412 @default.
- W2979667955 cites W1987721959 @default.
- W2979667955 cites W1991024374 @default.
- W2979667955 cites W2010319424 @default.
- W2979667955 cites W2021997546 @default.
- W2979667955 cites W2029285847 @default.
- W2979667955 cites W2035999119 @default.
- W2979667955 cites W2046240608 @default.
- W2979667955 cites W2054155274 @default.
- W2979667955 cites W2064500837 @default.
- W2979667955 cites W2070615500 @default.
- W2979667955 cites W2087263574 @default.
- W2979667955 cites W2100109944 @default.
- W2979667955 cites W2133665775 @default.
- W2979667955 cites W2157343005 @default.
- W2979667955 cites W2167096957 @default.
- W2979667955 cites W2172138990 @default.
- W2979667955 cites W2623365049 @default.
- W2979667955 cites W2848020186 @default.
- W2979667955 cites W2886427571 @default.
- W2979667955 cites W3104795559 @default.
- W2979667955 doi "https://doi.org/10.1364/oe.27.030502" @default.
- W2979667955 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31684297" @default.
- W2979667955 hasPublicationYear "2019" @default.
- W2979667955 type Work @default.
- W2979667955 sameAs 2979667955 @default.
- W2979667955 citedByCount "7" @default.
- W2979667955 countsByYear W29796679552021 @default.
- W2979667955 countsByYear W29796679552022 @default.
- W2979667955 countsByYear W29796679552023 @default.
- W2979667955 crossrefType "journal-article" @default.
- W2979667955 hasAuthorship W2979667955A5022334521 @default.
- W2979667955 hasAuthorship W2979667955A5031428683 @default.
- W2979667955 hasAuthorship W2979667955A5048033343 @default.
- W2979667955 hasAuthorship W2979667955A5067800206 @default.
- W2979667955 hasBestOaLocation W29796679551 @default.
- W2979667955 hasConcept C108597893 @default.
- W2979667955 hasConcept C120665830 @default.
- W2979667955 hasConcept C121332964 @default.
- W2979667955 hasConcept C127313418 @default.
- W2979667955 hasConcept C154945302 @default.
- W2979667955 hasConcept C17744445 @default.
- W2979667955 hasConcept C199539241 @default.
- W2979667955 hasConcept C2776359362 @default.
- W2979667955 hasConcept C31972630 @default.
- W2979667955 hasConcept C40833965 @default.
- W2979667955 hasConcept C41008148 @default.
- W2979667955 hasConcept C62649853 @default.
- W2979667955 hasConcept C81363708 @default.
- W2979667955 hasConcept C82990744 @default.
- W2979667955 hasConcept C94625758 @default.
- W2979667955 hasConceptScore W2979667955C108597893 @default.
- W2979667955 hasConceptScore W2979667955C120665830 @default.
- W2979667955 hasConceptScore W2979667955C121332964 @default.
- W2979667955 hasConceptScore W2979667955C127313418 @default.
- W2979667955 hasConceptScore W2979667955C154945302 @default.
- W2979667955 hasConceptScore W2979667955C17744445 @default.
- W2979667955 hasConceptScore W2979667955C199539241 @default.
- W2979667955 hasConceptScore W2979667955C2776359362 @default.
- W2979667955 hasConceptScore W2979667955C31972630 @default.
- W2979667955 hasConceptScore W2979667955C40833965 @default.
- W2979667955 hasConceptScore W2979667955C41008148 @default.
- W2979667955 hasConceptScore W2979667955C62649853 @default.
- W2979667955 hasConceptScore W2979667955C81363708 @default.
- W2979667955 hasConceptScore W2979667955C82990744 @default.
- W2979667955 hasConceptScore W2979667955C94625758 @default.
- W2979667955 hasFunder F4320321001 @default.
- W2979667955 hasIssue "21" @default.
- W2979667955 hasLocation W29796679551 @default.
- W2979667955 hasLocation W29796679552 @default.
- W2979667955 hasOpenAccess W2979667955 @default.
- W2979667955 hasPrimaryLocation W29796679551 @default.
- W2979667955 hasRelatedWork W2052518016 @default.
- W2979667955 hasRelatedWork W2081022503 @default.
- W2979667955 hasRelatedWork W2085956791 @default.
- W2979667955 hasRelatedWork W2283162247 @default.
- W2979667955 hasRelatedWork W2314488738 @default.
- W2979667955 hasRelatedWork W2524507886 @default.
- W2979667955 hasRelatedWork W2771653066 @default.
- W2979667955 hasRelatedWork W2774550181 @default.
- W2979667955 hasRelatedWork W2901949253 @default.
- W2979667955 hasRelatedWork W4212983513 @default.
- W2979667955 hasVolume "27" @default.
- W2979667955 isParatext "false" @default.
- W2979667955 isRetracted "false" @default.
- W2979667955 magId "2979667955" @default.
- W2979667955 workType "article" @default.