183.425 Statistical 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.

2023W, VO, 2.0h, 3.0EC

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VO Lecture
  • Format: Presence

Learning outcomes

After successful completion of the course, students are able to understand and apply basic principles of pattern recognition. The course should enable the students to autonomously select and read pattern recognition literature in order to deepen their knowledge of the field.

Subject of course

Basics of Probability theory. Distributions and random variables. Parameter estimation. Bayes' Theorem. Linear estimators. PCA, SVD. Regression.

Teaching methods

Lecture (blackboard and slides)

Mode of examination

Written

Additional information

Ort und Zeit siehe Aushang

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Mon16:00 - 18:0002.10.2023 - 22.01.2024Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Statistical Pattern Recognition - Single appointments
DayDateTimeLocationDescription
Mon02.10.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon09.10.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon16.10.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon23.10.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon30.10.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon06.11.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon13.11.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon20.11.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon27.11.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon04.12.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon11.12.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon18.12.202316:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon08.01.202416:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon15.01.202416:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO
Mon22.01.202416:00 - 18:00Sem.R. DA grün 02 A - GEO Statistische Mustererkennung VO

Examination modalities

Written exam

Exams

DayTimeDateRoomMode of examinationApplication timeApplication modeExam
Tue15:30 - 17:0009.04.2024 Sem.R. DA grün 02 A - GEOwritten29.02.2024 00:00 - 08.04.2024 23:59TISSStatistische Mustererkennung

Course registration

Begin End Deregistration end
02.10.2023 00:00 16.10.2023 00:00

Curricula

Study CodeObligationSemesterPrecon.Info
066 421 Geodesy and Geoinformation Mandatory elective1. Semester
066 453 Biomedical Engineering Not specified
066 515 Automation and Robotic Systems Mandatory elective
066 932 Visual Computing Mandatory elective
881 Computer Sciences Mandatory elective

Literature

Lecture notes for this course are available.

Previous knowledge

Der vorhergehende Besuch einer Statistik-Vorlesung wird empfohlen. Grundkenntnisse in linearer Algebra (Invertierbarkeit, Rang, lineare Unabhängigkeit) sind von Vorteil.

Miscellaneous

Language

German