FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387092373> ?p ?o ?g. }

• W4387092373 endingPage "880" @default.
• W4387092373 startingPage "869" @default.
• W4387092373 abstract "Multi-spectral and hyper-spectral imaging usually requires scanning in the spatial or spectral dimensions and thus the temporal resolution is often compromised. Although various methods have been proposed, it is still challenging to capture high spatial-temporal-spectral resolution simultaneously. In this paper, we propose LeSTI++, a <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>deep learning reconstruction</i> for an <italic xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>LED-based compressive spectral-temporal imaging</i> system to overcome the scanning limitation of previous approaches. After describing the hardware setup, a three-step reconstruction algorithm is proposed, which is composed of a plug-and-play (PnP) algorithm, motion based frame interpolation, and spectra converter. In the first step, the captured measurement is decoded by a PnP framework using a trained spectral video (SpVi) denoiser, dubbed PnP-SpVi, which specially fits our data. Then in the second step, missing LED images are interpolated with motion estimation by a pre-trained neural network. Lastly, the predicted LED images are projected to spectral images by a trained converter. This algorithm allows us to capture high speed hyper-spectral targets and the reconstruction results achieve higher spectral and temporal resolutions simultaneously than previous solutions. We compare the proposed algorithm with state-of-the-art algorithms in simulation, and verify the proposed of LeSTI++ with experimental data. The code can be accessed at <uri xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>https://github.com/dahaorendrm/SCI_2.0_python</uri> ." @default.
• W4387092373 created "2023-09-28" @default.
• W4387092373 creator A5005357824 @default.
• W4387092373 creator A5015431603 @default.
• W4387092373 creator A5039018365 @default.
• W4387092373 date "2023-01-01" @default.
• W4387092373 modified "2023-10-11" @default.
• W4387092373 title "High Resolution LED-based Snapshot Compressive Spectral Video Imaging with Deep Neural Networks" @default.
• W4387092373 cites W1538237237 @default.
• W4387092373 cites W1965134966 @default.
• W4387092373 cites W1979377931 @default.
• W4387092373 cites W1979449170 @default.
• W4387092373 cites W1986213393 @default.
• W4387092373 cites W1986701690 @default.
• W4387092373 cites W2024449816 @default.
• W4387092373 cites W2028339660 @default.
• W4387092373 cites W2079319869 @default.
• W4387092373 cites W2098279617 @default.
• W4387092373 cites W2099473796 @default.
• W4387092373 cites W2100109944 @default.
• W4387092373 cites W2100556411 @default.
• W4387092373 cites W2117008804 @default.
• W4387092373 cites W2163753106 @default.
• W4387092373 cites W2170608472 @default.
• W4387092373 cites W2194775991 @default.
• W4387092373 cites W2233161451 @default.
• W4387092373 cites W2341031973 @default.
• W4387092373 cites W2556661275 @default.
• W4387092373 cites W2752782242 @default.
• W4387092373 cites W2806340326 @default.
• W4387092373 cites W2884144629 @default.
• W4387092373 cites W2892288283 @default.
• W4387092373 cites W2896421827 @default.
• W4387092373 cites W2949258649 @default.
• W4387092373 cites W2963764784 @default.
• W4387092373 cites W2963782415 @default.
• W4387092373 cites W2967656728 @default.
• W4387092373 cites W2999482976 @default.
• W4387092373 cites W3006196464 @default.
• W4387092373 cites W3009338239 @default.
• W4387092373 cites W3010785697 @default.
• W4387092373 cites W3022689538 @default.
• W4387092373 cites W3041490661 @default.
• W4387092373 cites W3099508623 @default.
• W4387092373 cites W3108567638 @default.
• W4387092373 cites W3134510327 @default.
• W4387092373 cites W3214178207 @default.
• W4387092373 cites W4225682675 @default.
• W4387092373 cites W4288045208 @default.
• W4387092373 doi "https://doi.org/10.1109/tci.2023.3314969" @default.
• W4387092373 hasPublicationYear "2023" @default.
• W4387092373 type Work @default.
• W4387092373 citedByCount "0" @default.
• W4387092373 crossrefType "journal-article" @default.
• W4387092373 hasAuthorship W4387092373A5005357824 @default.
• W4387092373 hasAuthorship W4387092373A5015431603 @default.
• W4387092373 hasAuthorship W4387092373A5039018365 @default.
• W4387092373 hasConcept C108583219 @default.
• W4387092373 hasConcept C11413529 @default.
• W4387092373 hasConcept C115961682 @default.
• W4387092373 hasConcept C121332964 @default.
• W4387092373 hasConcept C124851039 @default.
• W4387092373 hasConcept C124967146 @default.
• W4387092373 hasConcept C127313418 @default.
• W4387092373 hasConcept C1276947 @default.
• W4387092373 hasConcept C137800194 @default.
• W4387092373 hasConcept C141379421 @default.
• W4387092373 hasConcept C153180895 @default.
• W4387092373 hasConcept C154945302 @default.
• W4387092373 hasConcept C160633673 @default.
• W4387092373 hasConcept C205372480 @default.
• W4387092373 hasConcept C31972630 @default.
• W4387092373 hasConcept C3232514 @default.
• W4387092373 hasConcept C41008148 @default.
• W4387092373 hasConcept C4839761 @default.
• W4387092373 hasConcept C50644808 @default.
• W4387092373 hasConcept C62649853 @default.
• W4387092373 hasConceptScore W4387092373C108583219 @default.
• W4387092373 hasConceptScore W4387092373C11413529 @default.
• W4387092373 hasConceptScore W4387092373C115961682 @default.
• W4387092373 hasConceptScore W4387092373C121332964 @default.
• W4387092373 hasConceptScore W4387092373C124851039 @default.
• W4387092373 hasConceptScore W4387092373C124967146 @default.
• W4387092373 hasConceptScore W4387092373C127313418 @default.
• W4387092373 hasConceptScore W4387092373C1276947 @default.
• W4387092373 hasConceptScore W4387092373C137800194 @default.
• W4387092373 hasConceptScore W4387092373C141379421 @default.
• W4387092373 hasConceptScore W4387092373C153180895 @default.
• W4387092373 hasConceptScore W4387092373C154945302 @default.
• W4387092373 hasConceptScore W4387092373C160633673 @default.
• W4387092373 hasConceptScore W4387092373C205372480 @default.
• W4387092373 hasConceptScore W4387092373C31972630 @default.
• W4387092373 hasConceptScore W4387092373C3232514 @default.
• W4387092373 hasConceptScore W4387092373C41008148 @default.
• W4387092373 hasConceptScore W4387092373C4839761 @default.
• W4387092373 hasConceptScore W4387092373C50644808 @default.
• W4387092373 hasConceptScore W4387092373C62649853 @default.
• W4387092373 hasLocation W43870923731 @default.

• next