3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video

3D Head Pose Estimation with Symmetry Based Illumination Model in Low Resolution Video

A head pose estimation system is described, which uses low resolution video sequences to determine the orientation and position of a head with respect to a internally calibrated camera. The system employs a feature based approach to roughly estimate the head pose and an approach using a symmetry bas...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Gruendig, Martin, Hellwich, Olaf
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Automate Face
Computer science
control theory
systems
Current Head
Exact sciences and technology
Face Detection
Feature Base Approach
Illumination Model
Learning and adaptive systems
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Beschreibung
Zusammenfassung:A head pose estimation system is described, which uses low resolution video sequences to determine the orientation and position of a head with respect to a internally calibrated camera. The system employs a feature based approach to roughly estimate the head pose and an approach using a symmetry based illumination model to refine the head pose independent of the users albedo and illumination influences.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-28649-3_6