Mathematical models for image processing

This repository contains algorithms implemented for the course "Mathematical models for image processing" by Prof. Giacomo Borrachi.

Topics

The course covers the following priors and models:

• Sparsity: L1 norm, L0 norm (Most of the algorithms are based on this prior).

• Self-similarity: Non local means, BM3D.

• Robust fitting: RANSAC, MSAC, LMedS (Multimodel fitting as Consequence).