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Author
Dragos Datcu
;
Leon J.M. Rothkrantz
Title
The use of active appearance model for facial expression recognition in crisis environments
Type
Conference Article
Year
2007
Publication
Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers
Abbreviated Journal
ISCRAM 2007
Volume
Issue
Pages
515-524
Keywords
Face recognition
;
Gesture recognition
;
Active appearance models
;
Automatic evaluation
;
Automatic facial expression recognition
;
Computer vision techniques
;
Context-aware systems
;
Crisis management systems
;
Facial expression recognition
;
Human computer interfaces
;
Human computer interaction
Abstract
In the past a crisis event was notified by local witnesses that use to make phone calls to the special services. They reported by speech according to their observation on the crisis site. The recent improvements in the area of human computer interfaces make possible the development of context-aware systems for crisis management that support people in escaping a crisis even before external help is available at site. Apart from collecting the people's reports on the crisis, these systems are assumed to automatically extract useful clues during typical human computer interaction sessions. The novelty of the current research resides in the attempt to involve computer vision techniques for performing an automatic evaluation of facial expressions during human-computer interaction sessions with a crisis management system. The current paper details an approach for an automatic facial expression recognition module that may be included in crisis-oriented applications. The algorithm uses Active Appearance Model for facial shape extraction and SVM classifier for Action Units detection and facial expression recognition.
Address
Man-Machine Interaction Group, Delft University of Technology, 2628 CD, Delft, Netherlands
Corporate Author
Thesis
Publisher
Information Systems for Crisis Response and Management, ISCRAM
Place of Publication
Delft
Editor
B. Van de Walle, P. Burghardt, K. Nieuwenhuis
Language
English
Summary Language
English
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
2411-3387
ISBN
9789054874171; 9789090218717
Medium
Track
EMOT
Expedition
Conference
4th International ISCRAM Conference on Information Systems for Crisis Response and Management
Notes
Approved
no
Call Number
Serial
425
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