62425 - Image processing (2018/2019)

General information

62425 - Image processing (EI, 6 CFU), second semester, years: 1°, 2° LM.

Course content

Basics of image processing: 1)  Image formation and image recording: blurring and noise. 2) Digital images: sampling and quantization. Basic relationships between pixels. 3) Two dimensional Discrete Fourier Transform, two dimensional Fast Fourier Transform algorithm (FFT 2D) and Fourier Transform of an image. 4) Basic operators for image processing. Edge detection. Hough Transform for feature extraction.

 

Astronomical image processing: Image reconstruction from visibilities: definition of visibility; inverse Fourier Transform from limited data; interpolation in Fourier space; deconvolution techniques; iterative methods for image reconstruction. The NASA RHESSI satellite.

Language

English

Teacher

Anna Maria Massone

Teaching style

In presence

Attendance

Not required