Implementation of Missing Data Imputation Schemes in Face Recognition Algorithm under Partial Occlusion

Table 1

Image quality assessment of imputation scheme.

Dataset	Method	SSIM	PSNR	MSE
Jaffe	PMP	90.88	26.88	133.46
MIT-CBCL-Synthetic		89.74	31.70	43.97
MIT-CBCL-Test		92.81	30.12	63.24
Jaffe	NIPALS	90.47	12.77	3440.0
MIT-CBCL-Synthetic		82.21	17.80	1078.2
MIT-CBCL-Test		90.73	19.81	679.54
Jaffe	IA	99.00	56.54	0.1443
MIT-CBCL-Synthetic		99.68	55.64	0.1775
MIT-CBCL-Test		99.85	58.34	0.0954