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 2 Cityscapes验证集上不同基准网络的性能和运行速度对比

Tab.2 Performance and speed comparison with different baseline networks on Cityscapes validation set

方法 基准网络 T0 / ms mIoU / % ENet[19] ENet 261 58.3 SQ[20] SqueezeNet[21] 781 59.8 ShuffleNetV2[22] ShuffleNetv2 45 67.7 ICNet[23] PSPNet50[5] 176 70.2 本研究算法 mobileNetv2 18 70.6