n.1 research contract, art.22 L.240/2010 "Inverse problems in image restoration in the textile field"

Position: Post-doctoral research contract Institute: Uni. Insubria
Posted on: 28/01/2026 Deadline: 13/02/2026

Scientific-Disciplinary Group

01/MATH-05 - Numerical Analysis

Description

The researcher will work on some inverse problems in the restoration of textile images derived from tissue scans. The applications in question mainly concern denoising, segmentation, edge enhancing, and blind source separation. The project aims to combine classical regularization methods and machine learning techniques with problem-dependent a priori information provided by business partners. Therefore, skills in both the regularization of inverse problems and the optimization of nonlinear problems will be essential. The researcher must also be familiar with image manipulation and software development in Matlab or Python. The ability to collaborate both in academia and with companies participating in the project is required.

Number of positions

1

Funding body

Università degli Studi dell'Insubria

How to apply

Other