20-00-0401-iv Computer Vision II

Course offering details

Instructors: Prof. Ph. D. Stefan Roth

Event type: Integrated Course

Org-unit: Dept. 20 - Computer Science

Displayed in timetable as: CV II

Subject:

Crediting for:

Hours per week: 4

Language of instruction: Englisch

Min. | Max. participants: - | -

Digital Teaching:
https://moodle.tu-darmstadt.de/course/view.php?id=19436

Course Contents:
- Computer vision as (probabilistic) inference
- Robust estimation and modeling
- Foundations of Bayesian networks and Markov random fields
- Basic inference and learning methods in computer vision
- Image restoration
- Stereo
- Optical flow
- Bayesian tracking of (articulated) objects
- Semantic segmentation
- Current research topics

Literature:
Literature recommendations will be updated regularly, an example might be:
- S. Prince, “Computer Vision: Models, Learning, and Inference”, Cambridge University Press, 2012
- R. Szeliski, ""Computer Vision: Algorithms and Applications"", Springer 2011

Preconditions:
Participation of lecture Visual Computing and Computer Vision I is recommended.

Small group(s)
This course is divided into the following small groups:
  • Computer Vision II

    Prof. Ph. D. Stefan Roth

    Wed, 22. Apr. 2020 [13:30]-Wed, 15. Jul. 2020 [15:10]

Literature
Appointments
Date From To Room Instructors
1 Wed, 22. Apr. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
2 Wed, 29. Apr. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
3 Wed, 6. May 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
4 Wed, 13. May 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
5 Wed, 20. May 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
6 Wed, 27. May 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
7 Wed, 3. Jun. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
8 Wed, 10. Jun. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
9 Wed, 17. Jun. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
10 Wed, 24. Jun. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
11 Wed, 1. Jul. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
12 Wed, 8. Jul. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
13 Wed, 15. Jul. 2020 11:40 13:20 >Digitaler Veranstaltungstermin Prof. Ph. D. Stefan Roth
Class session overview
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Instructors
Prof. Ph. D. Stefan Roth