Research Article

Dynamic Warping Network for Semantic Video Segmentation

Table 2

Ablation study of the flow-guided convolution on the Cityscapes validation set.

MethodmIoU %

Baseline73.75
Baseline + warp74.30
Baseline + FG-Conv 75.02
Baseline + FG-Conv 75.34
Baseline + FG-Conv 75.16

denotes the kernel size of the flow-guided convolution. The bold values denote our method can achieve the best accuracy when s is set to 3.