代理注意力下域特征交互的高效图像去雾算法

杨燕,贾存鹏

An efficient image dehazing algorithm with Agent Attention for domain feature interaction

Yan YANG,Cunpeng JIA

表 1 不同算法在不同测试集上的评价指标

Tab.1 Evaluation metrics of different algorithms on different test sets

算法 SOTS-indoor SOTS-outdoor NH-HAZE O-HAZE I-HAZE PSNR/dB SSIM PSNR/dB SSIM PSNR/dB SSIM PSNR/dB SSIM PSNR/dB SSIM GCA-Net 25.34 0.9261 26.19 0.9004 23.03 0.7304 18.83 0.7089 14.93 0.6403 SGID 22.63 0.8762 24.97 0.8514 22.81 0.7265 17.25 0.6536 16.51 0.6953 UCL 23.76 0.8973 24.35 0.8761 21.98 0.7013 18.86 0.6735 16.79 0.7162 DEA-Net 27.27 0.9441 28.11 0.9263 24.45 0.8264 19.73 0.8015 18.31 0.7616 GridDehazeNet 24.72 0.9161 25.35 0.8749 20.12 0.7119 19.92 0.6863 17.63 0.7211 EPDN 23.06 0.8718 25.57 0.8630 21.42 0.7271 17.63 0.7062 16.05 0.6956 Dehazeformer 25.54 0.9213 26.93 0.9420 24.96 0.8505 20.13 0.7864 18.46 0.7546 本研究算法 26.71 0.9310 28.59 0.9613 26.89 0.9014 21.75 0.7982 19.72 0.7825