In this paper we study the performance of the sampling Kantorovich (S–K) algorithm for image processing with other well-known interpolation and quasi-interpolation methods. The S-K algorithm has been implemented with three different families of kernels: central B-splines, Jackson type and Bochner–Riesz. The above method is compared, in term of PSNR (Peak Signal-to-Noise Ratio) and CPU time, with the bilinear and bicubic interpolation, the quasi FIR (Finite Impulse Response) and quasi IIR (Infinite Impulse Response) approximation. Experimental results show better performance of S-K algorithm than the considered other ones.
A comparison between the sampling Kantorovich algorithm for digital image processing with some interpolation and quasi-interpolation methods / Costarelli D.; Seracini M.; Vinti G.. - In: APPLIED MATHEMATICS AND COMPUTATION. - ISSN 0096-3003. - ELETTRONICO. - 374:(2020), pp. 125046.0-125046.0. [10.1016/j.amc.2020.125046]
A comparison between the sampling Kantorovich algorithm for digital image processing with some interpolation and quasi-interpolation methods
Costarelli D.;Seracini M.;
2020
Abstract
In this paper we study the performance of the sampling Kantorovich (S–K) algorithm for image processing with other well-known interpolation and quasi-interpolation methods. The S-K algorithm has been implemented with three different families of kernels: central B-splines, Jackson type and Bochner–Riesz. The above method is compared, in term of PSNR (Peak Signal-to-Noise Ratio) and CPU time, with the bilinear and bicubic interpolation, the quasi FIR (Finite Impulse Response) and quasi IIR (Infinite Impulse Response) approximation. Experimental results show better performance of S-K algorithm than the considered other ones.File | Dimensione | Formato | |
---|---|---|---|
1-s2.0-S0096300320300151-main.pdf
Accesso chiuso
Tipologia:
Pdf editoriale (Version of record)
Licenza:
Tutti i diritti riservati
Dimensione
2.2 MB
Formato
Adobe PDF
|
2.2 MB | Adobe PDF | Richiedi una copia |
REV-Numeric_Comparison_KANTO_2019.pdf
accesso aperto
Tipologia:
Versione finale referata (Postprint, Accepted manuscript)
Licenza:
Tutti i diritti riservati
Dimensione
1.12 MB
Formato
Adobe PDF
|
1.12 MB | Adobe PDF |
I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.