Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation

Mehran Javanmardi, Mehdi Sajjadi, Ting Liu +1

We introduce a novel unsupervised loss function for learning semantic segmentation with deep convolutional neural nets (ConvNet) when densely labeled training images are not availa…