Boundary reconstruction process of a TV-based neural net without prior conditions

EURASIP Journal on Advances in Signal Processing

Table 3 Numerical values of σ_eand boundary parameters B σ_eand BPSNR for different sizes of degradation

Length	Size	Lena			Barbara
		σ _e	B σ _e	BPSNR (dB)	σ _e	B σ _e	BPSNR (dB)
Diagonal motion blur
5	5 × 5	8.70	24.59	20.29	11.49	27.17	19.43
6	5 × 5	8.70	20.58	21.84	11.53	22.76	20.97
7	7 × 7	10.35	27.23	19.42	12.92	30.36	18.44
8	7 × 7	10.25	24.05	20.50	13.18	27.18	19.39
9	7 × 7	10.26	20.96	21.70	13.32	24.30	20.36
10	9 × 9	11.62	26.04	19.81	14.64	29.81	18.57
11	9 × 9	11.50	23.36	20.76	14.80	27.17	19.36
12	9 × 9	11.51	20.85	21.74	14.89	24.90	20.13
13	11 × 11	12.78	25.85	19.87	16.11	29.76	18.58
14	11 × 11	12.61	23.15	20.83	16.15	27.33	19.34
15	11 × 11	12.63	21.10	21.63	16.19	25.71	19.89
Uniform blur
5 × 5		8.90	17.29	23.36	12.20	19.59	22.26
7 × 7		11.32	19.64	22.27	14.13	22.08	21.16
9 × 9		13.20	20.64	21.83	15.80	23.17	20.74
11 × 11		14.69	22.27	21.17	17.25	25.22	20.06

The results are divided into diagonal motion blur and uniform blur, as well as Lena and Barbara images.