@article {xGiro-i-Nieto20a, title = {Image Segmentation with Deep Learning}, year = {2020}, abstract = {

Image segmentation is a classic computer vision task that aims at labeling pixels with semantic classes. These slides provide an overview of the basic approaches applied from the deep learning field to tackle this challenge and presents the basic subtasks (semantic, instance and panoptic segmentation) and related datasets.

Presented at the International Summer School on Deep Learning (ISSonDL) 2020 held online and organized by the University of Gdansk (Poland) between the 30th August and 2nd September.

Image Segmentation with Deep Learning - Xavier Giro \& Carles Ventura - ISSonDL 2020 from Universitat Polit{\`e}cnica de Catalunya
}, author = {Xavier Gir{\'o}-i-Nieto and Ventura, C.} }