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Adaptive Learning Method in Facial Expression Recognition Model Using Fuzzy-ART | IEEE Conference Publication | IEEE Xplore

Adaptive Learning Method in Facial Expression Recognition Model Using Fuzzy-ART


Abstract:

In a facial expression recognition model that we previously proposed, additional learning of facial expression patterns is performed based on a feature space generated by...Show More

Abstract:

In a facial expression recognition model that we previously proposed, additional learning of facial expression patterns is performed based on a feature space generated by initial learning; therefore, properly setting initial learning data is necessary. This paper defines an index for measuring dispersion of facial expression patterns and analyzes the relationship between the dispersion and the accuracy of facial expression recognition using classifiers generated through additional learning.
Date of Conference: 12-14 March 2019
Date Added to IEEE Xplore: 28 October 2019
ISBN Information:
Conference Location: Osaka, Japan

References

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