Studying at the University of Verona
Here you can find information on the organisational aspects of the Programme, lecture timetables, learning activities and useful contact details for your time at the University, from enrolment to graduation.
Study Plan
This information is intended exclusively for students already enrolled in this course.If you are a new student interested in enrolling, you can find information about the course of study on the course page:
Laurea magistrale in Ingegneria e scienze informatiche - Enrollment from 2025/2026The Study Plan includes all modules, teaching and learning activities that each student will need to undertake during their time at the University.
Please select your Study Plan based on your enrollment year.
1° Year
Modules | Credits | TAF | SSD |
---|
2° Year activated in the A.Y. 2014/2015
Modules | Credits | TAF | SSD |
---|
Modules | Credits | TAF | SSD |
---|
Modules | Credits | TAF | SSD |
---|
Modules | Credits | TAF | SSD |
---|
Tre insegnamenti a scelta tra i seguenti
Legend | Type of training activity (TTA)
TAF (Type of Educational Activity) All courses and activities are classified into different types of educational activities, indicated by a letter.
Multiresolution analysis: theory and applications (2013/2014)
Teaching code
4S001407
Teacher
Coordinator
Credits
6
Also offered in courses:
- Bioimaging and Biomedical data processing - BIOIMMAGINI of the course Master's degree in Bioinformatics and Medical Biotechnology
Language
Italian
Scientific Disciplinary Sector (SSD)
ING-INF/05 - INFORMATION PROCESSING SYSTEMS
Period
II semestre dal Mar 3, 2014 al Jun 13, 2014.
Location
VERONA
Learning outcomes
The course deals with the wavelet transform and its applications in image and signal processing. The WT can be considered as a generalization of the Fourier transform to the time/frequency (or time/scale) analysis domain. Accordingly, it allows to overcome some of the main limitations of the FT as the analysis of transient signals that can be characterized with precisely in both the time and the frequency spaces at the same time. Multiresolution analysis is particularly suitable for natural and biological signals, feature extraction for pattern recognition, denoising and image coding.
Laboratory
The course will be complemented by lab sessions aiming at acquiring the practical instruments that are needed in this framework as well as to solve some basic problems. This will be performed using the Matlab Wavelet toolbox.
Books
- A wavelet tour of signal processing, Stephane Mallat, Academic Press (principale riferimento seguito nel corso)
- Wavelets and subband coding, Vetterli and Kovacevic, Prentice Hall
Program
1) Fundamentals of signal and image processing
- Fourier transform in 1D and 2D
- Windowed FT
2) Wavelets and pyramids
- Introduction to the WT
- Wavelet basis
- Wavelet families
- Fast discrete wavelet transform (DWT)
- 2D discrete wavelet transform
- lifting-steps implementation
- Advanced concepts
- Applicatins
3) Advanced coding systems
- Entropy, information, entropy coding
- Wavelet-based coding
- JPEG2000
4) Wavelets in biomedicine
Examination Methods
Theory: oral or written
Laboratory
An evaluation of the Lab activities will be performed during the classes. For those who don't take part to the lab sessions the evaluation will be performed during the exam.
Teaching materials e documents
-
Einstein (jpeg, it, 10 KB, 3/20/14)
-
Esercitazione n. 1 (msword, it, 26 KB, 3/6/14)
-
Esercitazione n. 2 (rtf, it, 1 KB, 3/20/14)
-
Esercitazione n. 3 (rtf, it, 0 KB, 3/20/14)
-
Esercitazione n. 4 (octet-stream, it, 54 KB, 4/3/14)
-
Esercitazione n. 5 (zip, it, 801 KB, 4/14/14)
-
Esercitazione n. 6 (MP) (zip, it, 393 KB, 5/19/14)
-
Esercitazione n. 7 (octet-stream, it, 75 KB, 5/22/14)
-
Fourier Transform (pdf, it, 5569 KB, 3/11/14)
-
Image 1 -- Esercitazione n. 7-8-9 (tiff, it, 264 KB, 5/22/14)
-
Image 2 -- Esercitazione n. 7-8-9 (tiff, it, 1 KB, 5/22/14)
-
L2 - wavelets (pdf, it, 2890 KB, 3/18/14)
-
Lesson 5b (pdf, it, 2574 KB, 5/19/14)
-
Lesson n. 1 (pdf, it, 5422 KB, 3/6/14)
-
Lesson n. 3b (pdf, it, 1588 KB, 4/8/14)
-
Lesson n. 3c (pdf, it, 891 KB, 5/19/14)
-
Lesson n. 3d (MP application) (pdf, it, 1937 KB, 5/19/14)
-
Lesson n. 4 (pdf, it, 7718 KB, 4/9/14)
-
Lesson n. 5 (pdf, it, 3881 KB, 4/14/14)
-
Lesson n. 6 (pdf, it, 1926 KB, 5/22/14)
-
paper pool (zip, it, 13633 KB, 5/27/14)
-
Signals and systems (pdf, it, 2711 KB, 3/6/14)