186.844 Introduction to Pattern Recognition
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2018W, VO, 2.0h, 3.0EC

TUWEL course

Properties

Semester hours: 2.0
Credits: 3.0
Type: VO Lecture

Aim of course

This lecture teaches the basics in pattern recognition and gives an overview of the most important methods. Its focus lies on the analysis of images, i.e. extraction and processing of features, and classification of the extracted data. The corresponding exercise (186.840) deepens the understanding of the topics of the lecture.

Subject of course

Feature extraction, basics of probability theory (conditional probabilities, marginal distributions, independence, covariance matrices, etc.), Bayes theorem, simple classifiers (kNN, nearest neighbor, persceptron, etc.)

Additional information

3 ECTS:

3*25 H = 75 H

25 H: Lecture

50 H: Preparation for the exam.

Lecturers

Hladuvka, Jiri

Institute

E193 Institute of Visual Computing and Human-Centered Technology

Course dates

Day	Time	Date	Location	Description
Mon	15:00 - 17:00	01.10.2018 - 21.01.2019	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition

Show single appointments

Introduction to Pattern Recognition - Single appointments

Day	Date	Time	Location	Description
Mon	01.10.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	08.10.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	15.10.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	22.10.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	29.10.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	05.11.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	12.11.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	19.11.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	26.11.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	03.12.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	10.12.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	17.12.2018	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	07.01.2019	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	14.01.2019	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition
Mon	21.01.2019	15:00 - 17:00	EI 10 Fritz Paschke HS - UIW	186.844 VO Introduction to Pattern Recognition

Examination modalities

Written Exam

Course registration

Begin	End	Deregistration end
31.08.2018 12:00	30.10.2018 00:00	30.12.2018 00:00

Curricula

Study Code	Obligation	Semester	Precon.
033 532 Media Informatics and Visual Computing	Mandatory	5. Semester	Course requires the completion of the introductory and orientation phase
033 533 Medical Informatics	Mandatory elective		Course requires the completion of the introductory and orientation phase
033 535 Computer Engineering	Mandatory elective		Course requires the completion of the introductory and orientation phase
066 453 Biomedical Engineering	Mandatory elective		Course requires the completion of the introductory and orientation phase

Literature

The slides of the lectures will be avaiable. Additional literature for certain topics will be recommenden during the lectures.

Preceding courses

186.822 VU Introduction to Visual Computing

Accompanying courses

186.840 UE Introduction to Pattern Recognition

Miscellaneous

Course homepage

Language

German