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학술대회자료

A Study on the Emoticon Extraction based on Facial Expression Recognition using Artificial Intelligence

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In this paper, I proposed a prototype model that extracts the same emoticon after facial expression recognition in Android smart device. Understanding and expressing facial expressions are important for the interaction between people and computers. Technologies for recognizing human facial expressions are gaining popularity. It is a useful technology because you can use the emoticons you want only with face recognition by using the camera without searching the emoticons one by one used by users. The technology proposed in this paper uses ‘FER2013’ dataset offered by Kaggle website and based on Tensorflow library for improving facial expression recognition accuracy CNN(Convolutional Neural Network) algorithm is used to make a recognition model. Using this model, facial expression is recognized by Android Smart Device and extracts the same emoticon as a result.

Abstract

1. Introduction

2. Related Studies

3. Body

4. Results

5. Conclusion

References

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