Signal and image processing

Code:

OPT_IM_15

Acronym:

PSI

Keywords
Classification	Keyword
OFICIAL	Informatics

Instance: 2021/2022 - 2S (of 07-02-2022 to 15-07-2022)

Active?	No
Responsible unit:	Department of Computer Science
Course/CS Responsible:	Master Programme in Medical Informatics

Cycles of Study/Courses

Acronym	No. of Students	Study Plan	Curricular Years	Credits UCN	Credits ECTS	Contact hours	Total Time
MIM	0	Current Studies Plan	1	-	3	27	81

Teaching language

Suitable for English-speaking students

Objectives

- Understand the processes for converting signals and images to the digital domain

- Learn medical signal and image processing algorithms

- [Advanced] Implement medical signal and image processing algorithms

Learning outcomes and competences

- Understand the processes for converting signals and images to the digital domain

- Learn medical signal and image processing algorithms

- [Advanced] Implement medical signal and image processing algorithms

Working method

Presencial

Program

1. Digital Signals: Quantization, sampling, noise

2. Digital Images: Data structures, color

3. Signal and Image Processing: filtering, segmentation, information extraction

Mandatory literature

Gonzalez Rafael C.; Digital image processing. ISBN: 0-201-02597-3

Teaching methods and learning activities

Classes:

-       Each class is divided into theoretical exposition (1h) and practical exercises (1h).

Evaluation:

-       Final exam

Alternative: Coursework associated with a topic relevant to the module.

Evaluation Type

Evaluation with final exam

Assessment Components

designation	Weight (%)
Exame	100,00
Total:	100,00

Amount of time allocated to each course unit

designation	Time (hours)
Estudo autónomo	27,00
Frequência das aulas	14,00
Trabalho de investigação	40,00
Total:	81,00

Eligibility for exams

Achievement of the minimum grades for all evaluation components

Calculation formula of final grade

The final grade is the grade of the exam or, as an alternative, the grade of the final coursework.