基于多级特征并联的轻量级图像语义分割

周登文,田金月,马路遥,孙秀秀

Lightweight image semantic segmentation based on multi-level feature cascaded network

Deng-wen ZHOU,Jin-yue TIAN,Lu-yao MA,Xiu-xiu SUN

表 10 Cityscapes测试集上所提算法与实时语义分割网络的性能对比

Tab.10 Comparison of proposed model and other real-time semantic segmentation methods on Cityscapes test set

方法 T0 / ms Nf / (帧·s−1) mIoU / % ENet[19] 13 76.9 58.3 ERFNet[26] 89 11.2 69.7 本研究算法 18 55.6 70.6