FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891567066> ?p ?o ?g. }

• W2891567066 abstract "Abstract The recent emergence of High Definition (HD) FT-IR and Quantum Cascade Laser (QCL) Microscopes elevated the IR imaging field very close to clinical timescales. However, the speed of acquisition and data quality are still the critical factors in reaching the clinic. Denoising offers aide in both aspects if performed properly. However, there is a lack of a direct comparison of the efficiency of denoising techniques in IR imaging in general. To achieve such comparison within a rigorous framework and obtaining the critical information about signal loss, a simulated dataset strongly bound by experimental parameters was created. Using experimental structural and spectral information and experimental noise levels data as an input for the simulation, a direct comparison of spatial (Fourier transform, Mean Filter, Weighted Mean Filter, Gauss Filter, Median Filter, spatial Wavelets and Deep Neural Networks) and spectral (Savitzky-Golay, Fourier transform, Principal Component Analysis, Minimum Noise Fraction and spectral Wavelets) denoising schemes was enabled. All of these techniques were compared on the simulated dataset, taking into account SNR gain, signal distortion and sensitivity to tuning parameters as comparison metrics. Later, the best techniques were applied to experimental data for validation. The results presented here clearly show the benefit of using hyperspectral denoising schemes such as PCA and MNF which outperform other methods." @default.
• W2891567066 created "2018-09-27" @default.
• W2891567066 creator A5001620836 @default.
• W2891567066 creator A5006119278 @default.
• W2891567066 creator A5027551421 @default.
• W2891567066 creator A5068542644 @default.
• W2891567066 creator A5075668441 @default.
• W2891567066 creator A5076656934 @default.
• W2891567066 creator A5087839279 @default.
• W2891567066 date "2018-09-25" @default.
• W2891567066 modified "2023-10-10" @default.
• W2891567066 title "Comparison of spectral and spatial denoising techniques in the context of High Definition FT-IR imaging hyperspectral data" @default.
• W2891567066 cites W1965576493 @default.
• W2891567066 cites W1974889478 @default.
• W2891567066 cites W1980515691 @default.
• W2891567066 cites W2000034029 @default.
• W2891567066 cites W2027322045 @default.
• W2891567066 cites W2055644700 @default.
• W2891567066 cites W2068873421 @default.
• W2891567066 cites W2118458754 @default.
• W2891567066 cites W2131060365 @default.
• W2891567066 cites W2133665775 @default.
• W2891567066 cites W2136625467 @default.
• W2891567066 cites W2143788139 @default.
• W2891567066 cites W2153632464 @default.
• W2891567066 cites W2161352219 @default.
• W2891567066 cites W2258401138 @default.
• W2891567066 cites W2281888594 @default.
• W2891567066 cites W2418193378 @default.
• W2891567066 cites W2531297891 @default.
• W2891567066 cites W2555359545 @default.
• W2891567066 cites W2776866580 @default.
• W2891567066 cites W2790789487 @default.
• W2891567066 cites W2799664213 @default.
• W2891567066 cites W2801630726 @default.
• W2891567066 cites W39344009 @default.
• W2891567066 doi "https://doi.org/10.1038/s41598-018-32713-7" @default.
• W2891567066 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6156560" @default.
• W2891567066 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30254229" @default.
• W2891567066 hasPublicationYear "2018" @default.
• W2891567066 type Work @default.
• W2891567066 sameAs 2891567066 @default.
• W2891567066 citedByCount "26" @default.
• W2891567066 countsByYear W28915670662019 @default.
• W2891567066 countsByYear W28915670662020 @default.
• W2891567066 countsByYear W28915670662021 @default.
• W2891567066 countsByYear W28915670662022 @default.
• W2891567066 countsByYear W28915670662023 @default.
• W2891567066 crossrefType "journal-article" @default.
• W2891567066 hasAuthorship W2891567066A5001620836 @default.
• W2891567066 hasAuthorship W2891567066A5006119278 @default.
• W2891567066 hasAuthorship W2891567066A5027551421 @default.
• W2891567066 hasAuthorship W2891567066A5068542644 @default.
• W2891567066 hasAuthorship W2891567066A5075668441 @default.
• W2891567066 hasAuthorship W2891567066A5076656934 @default.
• W2891567066 hasAuthorship W2891567066A5087839279 @default.
• W2891567066 hasBestOaLocation W28915670661 @default.
• W2891567066 hasConcept C102519508 @default.
• W2891567066 hasConcept C106131492 @default.
• W2891567066 hasConcept C11413529 @default.
• W2891567066 hasConcept C115961682 @default.
• W2891567066 hasConcept C126780896 @default.
• W2891567066 hasConcept C134306372 @default.
• W2891567066 hasConcept C13944312 @default.
• W2891567066 hasConcept C151730666 @default.
• W2891567066 hasConcept C153180895 @default.
• W2891567066 hasConcept C154945302 @default.
• W2891567066 hasConcept C159078339 @default.
• W2891567066 hasConcept C163294075 @default.
• W2891567066 hasConcept C194257627 @default.
• W2891567066 hasConcept C2776257435 @default.
• W2891567066 hasConcept C2779343474 @default.
• W2891567066 hasConcept C31972630 @default.
• W2891567066 hasConcept C33923547 @default.
• W2891567066 hasConcept C41008148 @default.
• W2891567066 hasConcept C47432892 @default.
• W2891567066 hasConcept C76155785 @default.
• W2891567066 hasConcept C86803240 @default.
• W2891567066 hasConcept C99498987 @default.
• W2891567066 hasConceptScore W2891567066C102519508 @default.
• W2891567066 hasConceptScore W2891567066C106131492 @default.
• W2891567066 hasConceptScore W2891567066C11413529 @default.
• W2891567066 hasConceptScore W2891567066C115961682 @default.
• W2891567066 hasConceptScore W2891567066C126780896 @default.
• W2891567066 hasConceptScore W2891567066C134306372 @default.
• W2891567066 hasConceptScore W2891567066C13944312 @default.
• W2891567066 hasConceptScore W2891567066C151730666 @default.
• W2891567066 hasConceptScore W2891567066C153180895 @default.
• W2891567066 hasConceptScore W2891567066C154945302 @default.
• W2891567066 hasConceptScore W2891567066C159078339 @default.
• W2891567066 hasConceptScore W2891567066C163294075 @default.
• W2891567066 hasConceptScore W2891567066C194257627 @default.
• W2891567066 hasConceptScore W2891567066C2776257435 @default.
• W2891567066 hasConceptScore W2891567066C2779343474 @default.
• W2891567066 hasConceptScore W2891567066C31972630 @default.
• W2891567066 hasConceptScore W2891567066C33923547 @default.
• W2891567066 hasConceptScore W2891567066C41008148 @default.
• W2891567066 hasConceptScore W2891567066C47432892 @default.
• W2891567066 hasConceptScore W2891567066C76155785 @default.
• W2891567066 hasConceptScore W2891567066C86803240 @default.

• next