面向水下场景的轻量级图像语义分割网络

郭浩然,郭继昌,汪昱东

Lightweight semantic segmentation network for underwater image

Hao-ran GUO,Ji-chang GUO,Yu-dong WANG

表 6 SUIM数据集消融实验精度指标的对比结果

Tab.6 Comparison results of accuracy indicators for ablation experiments on SUIM dataset

池化金字塔模块 特征融合模块 图像预处理 辅助边缘损失函数 mIoU/% — — — — 50.91 √ — — — 52.03 — √ — — 51.45 √ √ — — 52.26 √ √ √ — 52.66 √ √ √ √ 53.55