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)