Semantic Segmentation
sementic segmentation
Survey Papers
A Review on Deep Learning Techniques Applied to Semantic Segmentation [1704.06857]
Resources
Models
FCN [1411.4038]
DeepLab v1 [1412.7062]
Unet [1505.04597]
DeepLab v2 [1606.00915]
PSPNet [1612.01105]
DeepLab v3 [1706.05587]
DeepLab v3+ [1802.02611]
HRNet [1908.07919]
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)
Last updated