GNN for Segmentation

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  1. row-wise and column-wise LSTM on feature map: [1]
  2. graph LSTM on superpixels: [2]
  3. 3D graph: [3]
  4. DAG on feature map: [4]

Reference

  1. Li, Zhen, et al. “Lstm-cf: Unifying context modeling and fusion with lstms for rgb-d scene labeling.” ECCV, 2016.
  2. Liang, Xiaodan, et al. “Semantic object parsing with graph lstm.” ECCV, 2016.
  3. Qi, Xiaojuan, et al. “3d graph neural networks for rgbd semantic segmentation. ICCV, 2017.
  4. Ding, Henghui, et al. “Boundary-aware feature propagation for scene segmentation.” ICCV, 2019.