Image Segmentation

1. Fully Convolutional Networks

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summary (easy to understand): 卷积神经网络CNN（3）—— FCN(Fully Convolutional Networks)要点解

• important ideas:
  • upsampling
  • end to end - softmax pixel wise classification

original paper: Fully Convolutional Networks for Semantic Segmentation

2. UNet: built based on FCN

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()[https://arxiv.org/pdf/1505.04597.pdf)%E5%92%8C%5bTiramisu%5d(https://arxiv.org/abs/1611.09326.pdf]

3. Mask RCNN

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• Mattport Mask RCNN package
• Kaiming He Paper