Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling

@inproceedings{Liang2015ConvolutionalNN,
  title={Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling},
  author={Ming Liang and Xiaolin Hu and Bo Zhang},
  booktitle={NIPS},
  year={2015}
}
Scene labeling is a challenging computer vision task. It requires the use of both local discriminative features and global context information. We adopt a deep recurrent convolutional neural network (RCNN) for this task, which is originally proposed for object recognition. Different from traditional convolutional neural networks (CNN), this model has intra-layer recurrent connections in the convolutional layers. Therefore each convolutional layer becomes a two-dimensional recurrent neural… CONTINUE READING
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