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Table 2 Performance evaluation using SROCC for the TID2008 database

From: A no-reference objective image quality metric based on perceptually weighted local noise

 

Metrics

Additive Gaussian

High-frequency

  

noise

noise

FR

MS-SSIM [7]

0.8094

0.8685

 

DCTune [25]

0.8415

0.8721

 

NQM [8]

0.7679

0.9015

 

FR-PWN (proposed)

0.8818

0.9194

NR

BLINDS-II (SVM) [30]

0.6600

N/A

 

BLINDS-II (Prob.) [30]

0.6956

0.7454

 

BRISQUE [32]

0.829

0.6234

 

NIQE [33]

0.7775

0.8539

 

GRNN [36]

0.7532

N/A

 

Li et al. [37]

0.7043

N/A

 

NR-PWN (proposed)

0.8020

0.9136