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Utilizing support vector and kernel ridge regression methods in spectral reconstruction

Two regression methods, namely, Support Vector Regression (SVR) and Kernel Ridge Regression (KRR), are used to reconstruct the spectral reflectance curves of samples of Munsell dataset from the corresponding CIE XYZ tristimulus values. To this end, half of the samples (i.e., the odd ones) were used...

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Bibliografische Detailangaben
Hauptverfasser: Ida Rezaei, Seyed Hossein Amirshahi, Ali Akbar Mahbadi
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2023-05-01
Schriftenreihe:Results in Optics
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Online-Zugang:http://www.sciencedirect.com/science/article/pii/S2666950123000573
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