Autonomous Systems Perception

Starts on 02/21/2022

Ends on 06/15/2022

Lecturer

I. Pitas,

Content and organization

Autonomous systems. Visual and other sensors. Image/video basics, formats and digitization. Video processing. Video streaming and compression. Motion estimation. Deep learning for image and video analysis.
Object tracking. Object detection. Object pose estimation. SLAM. Face/person detection. Facial expression recognition. Activity recognition.
Video description. Video indexing and retrieval.

Course attendance will be asynchronous in English, using the educational material found in CVML Web Lectures modules:
Autonomous Systems
Video Processing and Analysis
Human Centered Computing
Autonomous Cars
Autonomous Drones
Autonomous Marine Vessels

Compulsory bibliographical and/or programming assignments are foreseen to be carried out during the course.

In order to pass the course, you will be requested to:
1) study the course lecture pdfs (in English) and fill the respective understanding questionnaires:
2) do an obligatory bibliographical project (in ppt and tex)
3) do an obligatory programming project
4) participate in the final written course exams (remotely).

Level

Postgraduate course

Course Type

web Course

ECTS

ECTS

Marking Scheme

Scheme

Participation terms

Asynchronous on-line participation. Enrollment cut of date 25/02/2022.

Schedule

Spring semester. Duration 13 weeks. Typical start date: second half of February each year.

Language

English

Notes

Maximum number of AIDA students: 5

Host Institution
Aristotle University of Thessaloniki

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