The following semester courses are offered to AIDA Students (PhD students, Post-doc researchers, possibly qualified MSc students of AIDA Members).

AIDA Members are university partners of ICT48 Projects: AI4Media, HumanE AI Network, VISION.

Student eligibility: Primarily PhD students and Post-doc researchers of AIDA Members according to the rules of the Host AIDA Member offering the course. Qualified MSc students from AIDA Members can participate on availability basis.

Registration: Interested AIDA Students should contact the respective lecturer to register.

Special arrangements can be made with the lecturers to attend only part of these courses with or without ECTS credits.

Computer Vision

Description:
Image segmentation. Image texture. Image features. Image registration. Image search and retrieval. Image topology. 2D shape description and recognition. Moving images. Motion estimation. Object tracking. Video description. Video search and retrieval.

Institution: Aristotle University of Thessaloniki

Department: Department of Informatics

Full Course

ECTS: 5

Level: Undergraduate Course

Semester: Spring Semester

Duration: 13 weeks, Starts 22nd February 2021

Language: Greek/English

Participation Mode: 3 hours teleconference lecures on Mondays, teleconference/tele-exams/project

Participation Terms: Free of charge

Lecturer: I. Pitas, pitas@csd.auth.gr

Link to course: https://qa.auth.gr/en/class/1/600180123

Pattern recognitionStatistical learning

Description:
Clustering (unsupervised learning). Classification/recognition (supervised learning). Decision functions. Classification algorithms utilizing decision functions. Classification based on distance. Classification based on decision theory. Estimation of probability distribution parameters. Semi-supervised learning. Dimensionality reduction (Principal component analysis, Linear discriminant analysis). Graph-based pattern recognition (Analysis of similarity and web graphs, Spectral clustering). Fuzzy logic and pattern recognition. Gaussian Mixture Models. Bayesian networks. Programming assignments in Python, C/C++ and MATLAB.

Institution: Aristotle University of Thessaloniki

Department: Department of Informatics

Full Course

ECTS: 5

Level: Undergraduate Course

Semester: Spring Semester

Duration: 13 weeks, Starts 22nd February 2021

Language: Greek/English

Participation Mode: 2 hours teleconference lectures Mondays, teleconference/tele-exams/project

Participation Terms: Free of charge

Lecturer: I. Pitas, pitas@csd.auth.gr

Link to course: https://qa.auth.gr/en/class/1/600180311

Autonomous Systems Perception

Description: 
Autonomous and intelligent systems. Visual and other sensors. Video basics, formats and digitization. Video processing. Motion estimation. Object tracking. Object detection. Object pose estimation. Simultaneous Localization And Mapping (SLAM). Face/person detection. Facial expression recognition. Activity recognition. Video streaming and compression. Video description. Video indexing and retrieval.

Institution: Aristotle University of Thessaloniki

Department: Department of Informatics

Full Course

ECTS: 7.5

Level: Graduate Course

Semester: Spring Semester

Duration: 13 weeks, Starts 22nd February 2021

Language: Greek/English

Participation Mode: 3 hours teleconference lectures Mondays, teleconference/tele-exams/project

Participation Terms: Free of charge

Lecturer: I. Pitas, pitas@csd.auth.gr

Link to course: https://qa.auth.gr/en/class/1/600183121

Fundamentals of Image Processing and Analysis

Description: Color representation, Geometric transformations, Point operations, Linear filtering, Non-linear filtering, Morphology, Unitary transforms

Institution: University “Politehnica” of Bucharest, Romania

Department: 

Full Course

ECTS:

Level:

Semester: Fall Semester

Duration: 14 weeks

Language: 

Participation Mode: 

Participation Terms: Free of charge

Lecturer: Prof. Bogdan Ionescu, bogdan.ionescu@upb.ro

Link to course: