Carola-Bibiane Schönlieb

Podcast

New ways of seeing with the INTEGRAL project

We ask the INTEGRAL team about their innovative machine learning approaches to understanding remotely gathered images, and the significant impact these technologies can have on the world.

Article
Scan

Opening the black box

The organisers of a new INI programme explain why we need to know more about the maths behind machine learning and deep neural networks.

Article

What the eye can't see

From cancer treatments to counting trees: the maths behind image analysis makes it all possible.

Article

Restoring profanity

In 1979 decorating work in a house in Vienna revealed a set of medieval frescoes depicting a cycle of songs by a 13th century poet, who was particularly fond of satirising the erotic relationships between knights and peasant maidens. The frescoes are of great historical significance, but they are badly damaged. In this article Carola Schönlieb explores how mathematicians use the heat equation to fill in the gaps.