The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks

Maxim Berman, Amal Rannen Triki, Matthew B. Blaschko

The Jaccard index, also referred to as the intersection-over-union score, is commonly employed in the evaluation of image segmentation results given its perceptual qualities, scale…