Lecture: Computer Vision (Lecture + Practice) - Details

Lecture: Computer Vision (Lecture + Practice) - Details

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General information

Course name Lecture: Computer Vision (Lecture + Practice)
Subtitle
Course number 8.3068
Semester WiSe 2020/21
Current number of participants 99
expected number of participants 150
Home institute LE Cognitive Science
Courses type Lecture in category Offizielle Lehrveranstaltungen
First date Tuesday, 06.10.2020 16:00 - 18:00, Room: 01/B01
Type/Form
SWS 6
Sprache Englisch
ECTS points 12

Rooms and times

No room preference
Tuesday: 14:00 - 16:00, weekly
Wednesday: 10:00 - 12:00, weekly
Thursday: 10:00 - 12:00, weekly
01/B01
Tuesday, 06.10.2020 - Thursday, 08.10.2020 16:00 - 18:00

Comment/Description

Prerequisites: Basic Math

Both the rapid growth of image and video data and new applications such as robotics require automated image processing. This course introduces the basic concepts of artificial vision.
Topics: Image acquisition and representation; mathematical background; basic point operations; linear and nonlinear filtering; morphological pattern recognition; color (perceptual aspects and technical representation); gray-, color- and texture-segmentation; image reconstruction and enhancement; object recognition; compression; applications (e.g., image search in databases). A focus is on object recognition, where topics range from simple edge based methods and template matching over traditional approaches like PCA over Boosting, SIFT and SURF to (deep) neural networks.

Admission settings

The course is part of admission "Anmeldung gesperrt (global)".
The following rules apply for the admission:
  • Admission locked.