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Table 1 Quality assessment metrics for input and output images (ROI) under normal, medium and normal conditions

From: Hybrid model for analysis of abnormalities in diabetic cardiomyopathy and diabetic retinopathy related images

Parameters

Normal condition

Medium condition

Severe condition

Input image

Output image

Input image

Output image

Input image

Output image

Area

19,971

20,878

5972

6522

3650

3739

Perimeter

576.4831

544.9143

380.627

384.4449

344.3487

350.8232

Standard deviation in RGB

6.9521

5.2928

25.9016

18.8941

6.5016

6.6787

11.3532

5.2928

24.8035

29.779

15.4811

2.8289

7.5985

5.2928

20.3622

16.0068

8.8062

6.6281

Skewness in RGB

−5.8341

−4.9663

−4.8262

−3.996

−3.4868

−10.1449

−5.8166

−4.9663

−4.9189

−4.1371

−2.6438

−6.5082

−5.6576

−4.9663

−5.24

−3.9746

−1.7176

−5.5639

Median in RGB

196

138

254

253

248

249

179

214

254

254

234

250

172

214

254

178

205

174