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
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2° Year activated in the A.Y. 2017/2018
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Modules | Credits | TAF | SSD |
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2 courses to be chosen among the following
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.
Image Processing II (2017/2018)
Teaching code
4S003737
Teacher
Coordinator
Credits
6
Language
Italian
Scientific Disciplinary Sector (SSD)
INF/01 - INFORMATICS
Period
I sem. dal Oct 2, 2017 al Jan 31, 2018.
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. Classical paper-form exercises could also be performed.
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
- Wavelet-based coding
- JPEG2000
4) Wavelets in biomedicine
Examination Methods
The exam consists in an oral examination aiming at verifying the comprehension of the theoretical aspects and includes theorems and demonstrations. The evaluation of the lab. activity is through the analysis of the activities performed during the year.
Teaching materials e documents
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Ex1 (msword, it, 27 KB, 10/24/17)
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Ex2 (zip, it, 53 KB, 10/24/17)
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Ex3 (octet-stream, it, 61 KB, 10/31/17)
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Ex4 (pdf, it, 12 KB, 11/7/17)
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Ex5 (zip, it, 797 KB, 11/14/17)
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Ex6 (zip, it, 91 KB, 11/27/17)
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Images (zip, it, 97 KB, 12/5/17)
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L1 - Introduction (vnd.ms-powerpoint, it, 28647 KB, 10/30/17)
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L2 (pdf, it, 3270 KB, 10/24/17)
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L3d - Advanced conpets (pdf, it, 2872 KB, 11/14/17)
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L3 - Multiresolution approximations (pdf, it, 8444 KB, 10/30/17)
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L4 - Wavelets and filterbanks (pdf, it, 6885 KB, 11/14/17)
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L5 - Bidimensional wavelets (pdf, it, 3590 KB, 11/14/17)
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L6 - Advanced concepts (pdf, it, 2872 KB, 11/17/17)
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L - Applications (pdf, it, 1803 KB, 11/27/17)
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L-BCI-part1 (pdf, it, 13485 KB, 11/17/17)
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L-BCI-part2 (pdf, it, 25451 KB, 11/17/17)
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L - Coding (pdf, it, 2617 KB, 11/27/17)
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L - Coding Standards (pdf, it, 2152 KB, 11/27/17)