Course Details for A.Y. 2015/2016

The information on this page refer to the academic year 2015/2016. Therefore, several links are not available and data may be incomplete. To read the current information on the course, if it is still available, go to the university course catalogue . To read information relating other academic years, use the list at the bottom of this page.

A. Year:

2015/2016

Name:

Elaborazioni delle Immagini / Image Processing

Type:

Course

Basic information

Code:

F0161

Sector:

INF/01

Credits:

: Bachelor Degree in Computer Science 6 CFU (b)
: Master Degree in Computer Science 6 CFU (b)

Term:

2^nd semester

Degree(s):

Bachelor Degree in Computer Science curriculum General Elective
Master Degree in Computer Science curriculum SDRC Elective
Master Degree in Computer Science curriculum ASSC Elective
Master Degree in Computer Science curriculum GSEEM Elective
Master Degree in Computer Science curriculum General Elective

Language:

Italian

Teacher(s):

Giuseppe Placidi

Course Objectives

Students should demonstrate the ability: 1) to acquire the fundamental concepts of a digital image processing system 2) to identify and exploit analogies between the mathematical tools used for 1D and2D signal analysis and processing 3) to analyze images in the frequency domain through the Fourier transform 4) to design and implement with Matlab algorithms for digital image processing operations such as histogram equalization, enhancement, restoration, filtering, and denoising.

Course Content

Image formation, representation, processing and interpretation in general
Image processing in the image domain
Fourier transform
Image processing in the Fourier domain
Wavelet transform
Image segmentation
Pattern recognition
Photogrammetry: some concepts
Analysis of biomedical images

Prerequisites and Learning Activities

Linear Algebra, Derivatives, Integrals, Complex numbers

Assessment Methods and Criteria

Presentation and discussion of a previously assigned project (40%); Oral examination (60%)

Textbooks

R. Gonzales, R. Woods, Digital image processing , Addison-Wesley. 2002 (o seguenti).
W.K.Pratt, Digital image processing: THIRD edition , John Wiley e Sons. 2001.
G. Placidi, MRI: Essentials for innovative Technologies , CRC Press. 2012.

Internet Resources

Homepage:

http://www.giuseppeplacidi.org

Course page updates

This course page is available (with possible updates) also for the following academic years:

To read the current information on this course, if it is still available, go to the university course catalogue .

Course information last updated on: 06 ottobre 2014, 11:41