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Table 4 The effectiveness comparison of image deblurring

From: An improved fast iterative shrinkage thresholding algorithm with an error for image deblurring problem

Algorithm

CPU

SNR

ISNR

n

In the fast processing with high performance in first 1st to 100th iteration(s) for image deblurring.

IFBS

√

√

√

×

FISTA

√

√

√

×

FBMWA

×

√

√

√

FBMMMA

×

√

√

√

NAGA

×

√

√

×

SCTIP

√

×

×

√

IFISTA

√

√

√

√

Algorithm

CPU

SNR

ISNR

n

tol

In the fast convergence with good performance at first 1000th iterations for image deblurring.

IFBS

√

√

√

√

√

FISTA

√

×

×

√

×

FBMWA

×

√

√

√

√

FBMMMA

×

×

×

√

√

NAGA

√

√

√

√

√

SCTIP

√

×

×

√

×

IFISTA

√

√

√

√

√

  1. √: satisfy and ×: unsatisfy (compared with processing mean) (Evaluation order: CPU, SNR, ISNR, n, tol.)