JOURNAL ARTICLE

Facial Emotional Classifier For Natural Interaction

Isabelle HupontEva CerezoSandra Baldassarri

Year: 2008 Journal:   ELCVIA Electronic Letters on Computer Vision and Image Analysis Vol: 7 (4)Pages: 1-1   Publisher: Computer Vision Center Press

Abstract

The recognition of emotional information is a key step toward giving computers the ability to interact more naturally and intelligently with people. We present a simple and computationally feasible method to perform automatic emotional classification of facial expressions. We propose the use of a set of characteristic facial points (that are part of the MPEG4 feature points) to extract relevant emotional information (basically five distances, presence of wrinkles in the eyebrow and mouth shape). The method defines and detects the six basic emotions (plus the neutral one) in terms of this information and has been fine-tuned with a database of more than 1500 images. The system has been integrated in a 3D engine for managing virtual characters, allowing the exploration of new forms of natural interaction.

Keywords:
Computer science Eyebrow Facial expression Classifier (UML) Artificial intelligence Set (abstract data type) Feature (linguistics) Pattern recognition (psychology) Key (lock) Human–computer interaction Computer vision Communication

Metrics

10
Cited By
1.18
FWCI (Field Weighted Citation Impact)
28
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Face recognition and analysis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Emotion and Mood Recognition
Social Sciences →  Psychology →  Experimental and Cognitive Psychology

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