64-420 Lecture Computer Vision I

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Instructors: Prof. Dr. Simone Frintrop

Event type: Lecture

Displayed in timetable as: CV 1 - VL

Hours per week: 2

Language of instruction: English

Min. | Max. participants: - | 40

Comments/contents:
The field of Computer vision deals with developing algorithms that interpret and modify images. This lecture offers an introduction into the methods of computer vision, with a focus on the following topics:

- the human visual system and its implications for computer vision
- basics of digital images
- basics of image processing
- convolution and digital filters
- edge and line detection
- segmentation
- features and interest points
- classification of objects and scenes (e.g. deep learning for computer vision)

The lecture takes place every winter semester

Learning objectives:
Knowledge of the basics of computer vision methods as a basis for application areas such as
 
   Image retrieval and image search engines
   Human computer interaction
   Object- and scene recognition  
   Monitoring and surveillance
   Robotics

Didactic concept:
Lecture (in English).
 

Literature:
R. Klette: Concise Computer Vision: An Introduction into Theory and Algorithms, Springer 2014

R.C. Gonzalez, R.E. Woods: Digital Image Processing (4th edition), Prentice-Hall 2017

R. Szeliski, Computer Vision: Algorithms and Applications, Springer, 2011

D.A. Forsyth, J. Ponce: Computer Vision, A Modern Approach (2nd edition), Prentice-Hall 2012

(additional literature will be announced during the lecture)

Additional examination information:
There will be a written exam at the end of the term.

Appointments
Date From To Room Instructors
1 Fri, 18. Oct. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
2 Fri, 25. Oct. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
3 Fri, 1. Nov. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
4 Fri, 8. Nov. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
5 Fri, 15. Nov. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
6 Fri, 22. Nov. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
7 Fri, 29. Nov. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
8 Fri, 6. Dec. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
9 Fri, 13. Dec. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
10 Fri, 20. Dec. 2019 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
11 Fri, 10. Jan. 2020 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
12 Fri, 17. Jan. 2020 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
13 Fri, 24. Jan. 2020 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
14 Fri, 31. Jan. 2020 10:15 11:45 G-021/022 Prof. Dr. Simone Frintrop
Exams in context of modules
Module (start semester)/ Course Exam Date Instructors Compulsory pass
Class session overview
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Instructors
Prof. Dr. Simone Frintrop