基于特征门控融合与小波增强的双编码器息肉分割

梁礼明,康婷,陈康泉,钟奕

Dual-encoder polyp segmentation with feature-gated fusion and wavelet enhancement

Liming LIANG,Ting KANG,Kangquan CHEN,Yi ZHONG

表 6 各模块在CVC-ColonDB数据集上的消融结果

Tab.6 Ablation results for each module on CVC-ColonDB dataset

模型 PVTv2 Hiera 解码器 Dice mIoU F2 FGF WEFI MSP M1 √ √ – √ √ 0.808 0.724 0.810 M2 √ √ √ – √ 0.780 0.697 0.782 M3 √ √ √ √ – 0.794 0.713 0.809 M4 √ – √ √ √ 0.796 0.715 0.801 M5 – √ √ √ √ 0.745 0.670 0.746 M6 √ √ √ √ √ 0.818 0.735 0.821