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SUMMARY:From differential equations to deep learning for image processing 
 - Carola-Bibiane Schoenlieb\, University of Cambridge
DTSTART:20200124T160000Z
DTEND:20200124T170000Z
UID:TALK132550@talks.cam.ac.uk
CONTACT:Diana Fusco
DESCRIPTION:Images are a rich source of beautiful mathematical formalism a
 nd analysis. Associated mathematical problems arise in functional and non-
 smooth analysis\, the theory and numerical analysis of partial differentia
 l equations\, harmonic\, stochastic and statistical analysis\, and optimis
 ation. Starting with a discussion on the intrinsic structure of images and
  their mathematical representation\, in this talk we will learn about some
  of these mathematical problems\, about variational models for image analy
 sis and their connection to partial differential equations and deep learni
 ng. The talk is furnished with applications to biomedical image analysis.
LOCATION: Small Lecture Theatre\, Cavendish Laboratory\, J.J. Thomson Aven
 ue
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