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Machine Learning
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Semantic Segmentation
sementic segmentation

Survey Papers

  • A Review on Deep Learning Techniques Applied to Semantic Segmentation [1704.06857]​

Resources

Models

Using GANs

  • Semantic Segmentation using Adversarial Networks [1611.08408]​
  • SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation [1706.01805]​
  • SegGAN: Semantic Segmentation with Generative Adversarial Network [BigMM 2018]​

Others

Dataset

Post Processing

  • Conditional Random Field (CRF)

Metrics

  • Intersection over Union (IoU)
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Survey Papers
Resources
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Using GANs
Others
Dataset
Post Processing
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