Seminar: Face recognition - Details

Allgemeine Informationen

Veranstaltungsname	Seminar: Face recognition
Untertitel
Veranstaltungsnummer	8.3464
Semester	WiSe 2020/21
Aktuelle Anzahl der Teilnehmenden	54
Heimat-Einrichtung	LE Cognitive Science
Veranstaltungstyp	Seminar in der Kategorie Offizielle Lehrveranstaltungen
Erster Termin	Freitag, 23.10.2020 10:00 - 12:00
Art/Form
SWS	2
Sprache	Englisch
ECTS-Punkte	4

Lehrende

• Ulf Krumnack, Ph.D.

Räume und Zeiten

Keine Raumangabe

Freitag: 10:00 - 12:00, wöchentlich

Studienbereiche

• Veranstaltungen > Cognitive Science > Master-Programm
• Veranstaltungen > Cognitive Science > Bachelor-Programm

Modulzuordnungen

• Bachelor of Science Informatik > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20
• Bachelor of Science Mathematik > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20
• Bachelor of Science Cognitive Science > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20
• Master of Science Mathematik > CS-BWP-NI - Neuroinformatik, gültig ab WiSe 2019/20

Kommentar/Beschreibung

Face recognition has seen rapid developments during the last years and is still an area of active research. Due to the great variability of face images, not just with respect to standard factors as illumination, occlusion, scale and orientation, but also caused by facial expression, makeup, hairstyle, and aging, recognizing faces in the wild is still a challenging problem. This seminar will cover various topics in the context of face recognition, including the standard steps of detection, alignment and embedding, but also applications, face tracking, approaches for face image generation, and methods for countering face recognition systems.

The ideal participant of this seminar has a background in machine learning and computer vision and some experience in working with deep learning frameworks. However, none of these is a hard requirement.