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Link to course
Lecturer

Ioannis Pitas,

Content and organization

Image acquisition. Mathematical modeling of image formation. Inntroduction to image processing and analysis. Edge detection. Region segmentation. Shape analysis. Camera geometry. Camera calibration. Stereo vision. Depth estimation. Structure from Motion. Simultaneous localization and mapping (SLAM). Object localization. 3D image analysis. Surface geometry. Object topology. Object landmarks and features. Object recognition. Object registration. Object description. Deep learning in computer vision. Applications in medical imaging, image retrieval, robotic vision.

Course Type

AI PhD Curriculum

Host Institution
Aristotle University of Thessaloniki

Other short courses

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Ethics & STICs

01. 03. 2024 Go

Computer Vision

24. 11. 2023 Go

Human Rights Toolbox

21. 02. 2023 Go

Computer Vision

11. 05. 2022 Go

Geometric learning

05. 04. 2022 Go

Computer Graphics

04. 04. 2022 Go

Bayesian Learning

02. 04. 2022 Go

Computer Graphics

31. 03. 2022 Go

Web of Data

28. 03. 2022 Go

Machine Learning

27. 03. 2022 Go

Machine Learning

02. 03. 2022 Go

Player Modeling

28. 02. 2022 Go

Player Modeling

21. 02. 2022 Go

Affective Computing

21. 02. 2022 Go

Machine Listening

21. 02. 2022 Go

Computer Vision

21. 02. 2022 Go

Computer Vision

21. 02. 2022 Go

Self-Driving Cars

21. 02. 2022 Go

Deep Learning

21. 02. 2022 Go

Deep Learning 2

09. 07. 2021 Go

Self-Driving Cars

09. 07. 2021 Go

Computer Vision

09. 07. 2021 Go

Deep Learning

17. 06. 2021 Go

Deep Learning School

17. 06. 2021 Go

Memory Network

02. 06. 2021 Go

Machine Listening

02. 06. 2021 Go

Affective Computing

02. 06. 2021 Go

Deep Learning 2

01. 06. 2021 Go

Computer Vision