基于特征融合和一致性损失的双目低光照增强

廖嘉文,庞彦伟,聂晶,孙汉卿,曹家乐

Stereo low-light enhancement based on feature fusion and consistency loss

Jia-wen LIAO,Yan-wei PANG,Jing NIE,Han-qing SUN,Jia-le CAO

表 1 FCNet的不同模块在2个测试集上的消融实验

Tab.1 Ablation experiment of FCNet’s different modules on two test sets

测试集 SIIFF SC损失 BRISQUE NIQE PIQE LOE PSNR/dB SSIM LPIPS 室外 × × 25.684 8 2.832 7 32.569 0 807.7 — — — √ × 23.546 3 2.687 0 30.476 3 696.3 — — — √ √ 23.095 1 2.641 1 28.111 5 679.2 — — — 室内 × × 27.663 3 3.694 9 38.553 7 2 738.0 11.230 5 0.360 5 0.633 5 √ × 24.973 8 3.500 8 34.091 6 2 628.4 11.224 1 0.375 7 0.623 4 √ √ 22.531 7 3.390 1 31.279 4 2 593.4 11.222 1 0.406 2 0.609 2