Developing emotion recognition for video conference software to support people with autism
Fuente:
arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2021
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866913488812638208 |
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| author | Franzen, Marc Gresser, Michael Stephan Müller, Tobias Mauser, Sebastian |
| author_facet | Franzen, Marc Gresser, Michael Stephan Müller, Tobias Mauser, Sebastian |
| contents | We develop an emotion recognition software for the use with a video conference software for autistic individuals which are unable to recognize emotions properly. It can get an image out of the video stream, detect the emotion in it with the help of a neural network and display the prediction to the user. The network is trained on facial landmark features. The software is fully modular to support adaption to different video conference software, programming languages and implementations. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2101_10785 |
| institution | arXiv |
| publishDate | 2021 |
| record_format | arxiv |
| spellingShingle | Developing emotion recognition for video conference software to support people with autism Franzen, Marc Gresser, Michael Stephan Müller, Tobias Mauser, Sebastian Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning We develop an emotion recognition software for the use with a video conference software for autistic individuals which are unable to recognize emotions properly. It can get an image out of the video stream, detect the emotion in it with the help of a neural network and display the prediction to the user. The network is trained on facial landmark features. The software is fully modular to support adaption to different video conference software, programming languages and implementations. |
| title | Developing emotion recognition for video conference software to support people with autism |
| topic | Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning |
| url | https://arxiv.org/abs/2101.10785 |