Open Access

Table 8

Ablation studies using single-band and dual-band trained models to restore the whole first testing set to verify the effectiveness of cascaded two-stage manner, PWC-net, TSP, TSA, and HEM module of our proposed network.

Two-stage PWC TSP TSA HEM PSNRsingle/dual SSIMsingle/dual
w/o(a) Two-stage 34.51/34.32 0.9156/0.9137

w/o PWC&TSP 34.78/34.55 0.9174/0.9151

w/o TSP 34.91/34.68 0.9196/0.9171

w/o TSA 35.02/34.90 0.9217/0.9205

w/o HEM 35.29/34.90 0.9241/0.9203

CTSAN 35.34/35.04 0.9255/0.9215

Notes. (a)The abbreviation of without.

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