Eye Tracking in Image Sequences by Competitive Neural Networks

Eye Tracking in Image Sequences by Competitive Neural Networks

An automatic algorithm is presented for the eye tracking within face image sequences. It is based on the property of local Gabor filters to efficiently determine the location of eyes in face images. The proposed algorithm is implemented by a competitive neural network, that locates and tracks the ey...

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Veröffentlicht in:Neural processing letters 1998-06, Vol.7 (3), p.133-138
Hauptverfasser: Marcone, Giuseppe, Martinelli, Giuseppe, Lancetti, Lamberto
Format: Artikel
Sprache:eng
Schlagworte:
Algorithms
Eye movements
Gabor filters
Image sequencing
Neural networks
Tracking
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Beschreibung
Zusammenfassung:An automatic algorithm is presented for the eye tracking within face image sequences. It is based on the property of local Gabor filters to efficiently determine the location of eyes in face images. The proposed algorithm is implemented by a competitive neural network, that locates and tracks the eyes in a reliable manner as shown by experimental results.
ISSN:1370-4621
1573-773X
DOI:10.1023/A:1009623602553