改进的有雾图像中被遮挡车辆及行人识别算法

于天河,王文龙,刘镛,杨壮壮,侯善冲

Improved algorithm for identifying occluded vehicles and pedestrians in foggy images

Tianhe YU,Wenlong WANG,Yong LIU,Zhuangzhuang YANG,Shanchong HOU

表 6 AOD-Net算法消融实验结果

Tab.6 Ablation experimental results of AOD-Net algorithm

算法改动 薄雾 中雾 重雾 FPS/(帧·s−1) PSNR SSIM PSNR SSIM PSNR SSIM AOD-Net 20.31 0.8521 18.15 0.8032 17.79 0.7664 38.17 AOD-Net1 20.82 0.8659 18.87 0.8053 17.92 0.7984 37.88 AOD-Net1(DW) 20.73 0.8558 18.78 0.7913 17.86 0.7965 117.65 AOD-Net1(DW)(Pyramid) 22.43 0.8974 19.44 0.8246 18.84 0.8147 107.53 ABMD-Net 24.02 0.9391 20.32 0.8461 20.03 0.8351 86.96