The course is about the theoretical foundation of pattern recognition and gives an introduction to technical applications, especially in speech recognition and image or sound classification.
EN2200 Pattern Recognition 6.0 credits
This course has been discontinued.
Decision to discontinue this course:
No information inserted
Information per course offering
Course offerings are missing for current or upcoming semesters.
Course syllabus as PDF
Please note: all information from the Course syllabus is available on this page in an accessible format.
Course syllabus EN2200 (Autumn 2009–)Headings with content from the Course syllabus EN2200 (Autumn 2009–) are denoted with an asterisk ( )
Content and learning outcomes
Course contents
Intended learning outcomes
The participants shall after the course
* be able to design systems and algorithms for pattern recognition (signal classification), with focus on sequences of patterns that are analyzed using e.g. Hidden Markov Models (HMM),
* be able to analyse classification problems probabilistically and estimate classifier performance,
* understand and analyse methods for automatic training of classification systems-
Literature and preparations
Specific prerequisites
General admission requirements
Literature
Arne Leijon (20xx) Pattern Recognition. KTH. (latest version)
Examination and completion
Grading scale
A, B, C, D, E, FX, F
Examination
- INL1 - Individual Assignment, 1.5 credits, grading scale: A, B, C, D, E, FX, F
- TEN1 - Examination, 4.5 credits, grading scale: A, B, C, D, E, FX, F
Based on recommendation from KTH’s coordinator for disabilities, the examiner will decide how to adapt an examination for students with documented disability.
The examiner may apply another examination format when re-examining individual students.
If the course is discontinued, students may request to be examined during the following two academic years.
Other requirements for final grade
Exam 4.5 p (A-F). Homework Assignment 1.5 p (A-F). Final grade is weighted sum of performance on Exam and Assignment
Examiner
No information inserted
Ethical approach
- All members of a group are responsible for the group's work.
- In any assessment, every student shall honestly disclose any help received and sources used.
- In an oral assessment, every student shall be able to present and answer questions about the entire assignment and solution.
Further information
Course room in Canvas
Registered students find further information about the implementation of the course in the course room in Canvas. A link to the course room can be found under the tab Studies in the Personal menu at the start of the course.
Offered by
Education cycle
Second cycle
Supplementary information
All course material in English. Student assignment reports in either Swedish or English.