A single-shot affinity-pyramid network with cascaded graph partition achieves state-of-the-art Cityscapes instance segmentation (37.3 AP, 61.1 PQ with ResNet-101) and outperforms DeeperLab on COCO panoptic segmentation.
Masklab: Instance segmentation by refining object detection with semantic and direction features
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SSAP: Single-Shot Instance Segmentation With Affinity Pyramid
A single-shot affinity-pyramid network with cascaded graph partition achieves state-of-the-art Cityscapes instance segmentation (37.3 AP, 61.1 PQ with ResNet-101) and outperforms DeeperLab on COCO panoptic segmentation.