# Mumford-Shah Loss Functional for Image Segmentation with Deep Learning

5 Apr 2019Boah KimJong Chul Ye

Recent state-of-the-art image segmentation algorithms are mostly based on deep neural networks, thanks to their high performance and fast computation time. However, these methods are usually trained in a supervised manner, which requires large number of high quality ground-truth segmentation masks... (read more)

PDF Abstract