14897 - Facial Expression Recognition with Deep Learning Modulübersicht

Module Number: 14897
Module Title:Facial Expression Recognition with Deep Learning
  Gesichtsausdruckserkennung mit Deep Learning
Department: Faculty 1 - Mathematics, Computer Science, Physics, Electrical Engineering and Information Technology
Responsible Staff Member:
  • Prof. Dr. habil. Cunningham, Douglas
Language of Teaching / Examination:English
Duration:1 semester
Frequency of Offer: On special announcement
Credits: 4
Learning Outcome:

After successfully completing the module, students will have acquired the skills needed to use computer science literature in order to familiarize themselves with a new, complex topic of deep learning methods to automatically find faces. They will be able to present the results, in oral as well as in written form.

Contents:

State of the art in a using deep learning methods to automatically find faces in an image or video and then process and recognize any facial expressions that may be there.

Recommended Prerequisites:None
Mandatory Prerequisites:None
Forms of Teaching and Proportion:
  • Seminar / 2 Hours per Week per Semester
  • Research paper/essay / 30 Hours
  • Self organised studies / 60 Hours
Teaching Materials and Literature:

Literature references for individual retrieval will be provided at the beginning of the semester.

Module Examination:Continuous Assessment (MCA)
Assessment Mode for Module Examination:
  • Seminar presentation, 30-45 minutes (40 %)
  • Written report of the seminar presentation, 10-15 pages (40 %)
  • Active participation in courses (20 %)
Evaluation of Module Examination:Study Performance – ungraded
Limited Number of Participants:20
Part of the Study Programme:
  • Master (research-oriented) / Artificial Intelligence / PO 2022 - 1. SÄ 2024
  • Master (research-oriented) / Informatik / PO 2008 - 3. SÄ 2024
Remarks:
  • Study programme Artificial Intelligence M.Sc.: Compulsory elective module in complex „Seminars or Laboratories”
  • Study programme Informatik M.Sc.: Compulsory elective module in complex "Seminare oder Praktika" (level 400)
Module Components:
  • Seminar Facial Expression Recognition with Deep Learning
Components to be offered in the Current Semester: