Reduced reference image and video quality assessments: review of methods

EURASIP Journal on Image and Video Processing

Table 2 Summary of DWT and DCT-based RR perceptual quality assessment metrics values with respect to the distortion types (i.e., JPEG, JPEG2000). The authors used these distortions types for RR technique to measure the metrics values (i.e., PSNR, SSIM, etc.)

omain	Multimedia	Resolution	Distortion type	Quality parameter	Parameter value
DWT	Image	512 × 512	JPEG	SSIM[4]	0.752
		512 × 512	JPEG	MSE [77]	0.783
		512 × 512	JPEG	PSNR [83]	0.764
		512 × 720	JPEG	SSIM [84]	0.874
		512 × 720	JPEG2000	SSIM [85]	0.893
		512 × 720	JPEG	MSE[80]	0.694
		512 × 720	JPEG2000	MSE[80]	0.654
		512 × 512	JPEG2000	PSNR [87]	0.856
		512 × 512	White Gaussian	MSSIM [88]	0.734
			Noise
		512 × 512	JPEG	POROPOSE D [91]	0.844
	Video	486 × 620	MPEG	STRRED [92]	0.719
	Video	486 × 620	H.264	SRRED[93]	0.724
DCT	Image	8 8 DCT	JPEG and MP3	PSNR [94]	0.871
		8 8 DCT	JPEG and MP3	WNSIM proposed[95]	0.738
		8 8 DCT	JPEG and JPEG2000	SSIM[96]	0.733
		512 × 512	JPEG, JPEG2000	PSNR [97]	0.876
		512 × 512	Blur	SSIM proposed [98]	0.704
		512 × 512	White Gaussian noise	PSNIR [99]	0.830
		768 × 512	JPEG, JPEG2000	VSNR [100]	0.626
		512 × 512	Blur	MS-SSIM proposed [94]	0.825
	Video	512 × 512	Additive white noise	[101]	0.789
		512 × 728	JPEG, MPEG-2 [102]	PSNR[103]	0.828
		512 × 512	WGN	PSNR[104]	0.872

Resolution represents the image/video resolution. Distortion type represents the method used by authors on distortion type with respect to quality estimations. Quality parameter represents the evaluation parameters used by authors in their work.