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 5 各模块在CVC-ClinicDB数据集上的消融结果

Tab.5 Ablation results for each module on CVC-ClinicDB dataset

模型 PVTv2 Hiera 解码器 Dice mIoU F2 FGF WEFI MSP M1 √ √ – √ √ 0.931 0.880 0.934 M2 √ √ √ – √ 0.917 0.861 0.910 M3 √ √ √ √ – 0.937 0.892 0.940 M4 √ – √ √ √ 0.934 0.889 0.941 M5 – √ √ √ √ 0.883 0.832 0.888 M6 √ √ √ √ √ 0.948 0.904 0.950