Identification of Emotions Based on Human Facial Expressions Using a Color-Space Approach - Publikacja - MOST Wiedzy

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Identification of Emotions Based on Human Facial Expressions Using a Color-Space Approach

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HCI technology improves human-computer interaction. Such communication can be carried out with the use of emotions that are visible on the human face since birth. In this paper the Emotion system for detecting and recognizing facial expressions, developed in the MSc work, is presented. The system recognizes emotion from webcam video in real time. It is based on color segmentation and morphological operations. The system uses a cascade of boosted classifiers based on Haar-like features, to locate the face and to reduce the searched area for characteristic points. For identification purposes, the Emotion system uses an expanded action unit EAU, based on a facial action coding system FACS.

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Zdzisław Kowalczuk, Piotr Chudziak. (2018). Identification of Emotions Based on Human Facial Expressions Using a Color-Space Approach, 635, 291-303. https://doi.org/10.1007/978-3-319-64474-5_24

Informacje szczegółowe

Kategoria:
Inna publikacyjna praca zbiorowa (w tym materiały konferencyjne)
Typ:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Opublikowano w:
Advances in Intelligent Systems and Computing nr 635, strony 291 - 303,
ISSN: 2194-5357
Tytuł wydania:
Advanced Solutions in Diagnostics and Fault Tolerant Control strony 291 - 303
ISSN:
2194-5357
Rok wydania:
2018
Opis bibliograficzny:
Kowalczuk Z., Chudziak P.: Identification of Emotions Based on Human Facial Expressions Using a Color-Space Approach// Advanced Solutions in Diagnostics and Fault Tolerant Control/ ed. Advanced Solutions in Diagnostics and Fault Tolerant Control Cham (Switzerland): Springer International Publishing AG, 2018, s.291-303

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