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 3 模块卷积变化在2个测试集上的消融实验

Tab.3 Ablation experiment of convolution variation on two test sets

测试集 卷积类别 BRISQUE NIQE PIQE LOE PSNR/dB SSIM LPIPS 室外 3×3 23.732 9 3.253 5 31.648 9 753.7 — — — 1×9和9×1 23.095 1 2.641 1 28.111 5 679.2 — — — 室内 3×3 24.625 2 3.816 4 41.876 4 2 655.2 11.068 3 0.317 7 0.651 6 1×9和9×1 22.531 7 3.390 1 31.279 4 2 593.4 11.222 1 0.406 2 0.609 2