1. 몰입형 메타버스 환경을 위한 아바타의 얼굴 생성 기법 제안.
- Author
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Kwang-Seong Shin, Seong-Yoon Shin, and Seok-Chan Bae
- Subjects
NATURAL language processing ,AVATARS (Virtual reality) ,FACIAL expression ,SHARED virtual environments ,PAPER arts ,DEEP learning ,EMOTIONS ,PIXELS - Abstract
The core element driving the advancement of metaverse technology is presumed to be avatar technology. Therefore, we intend to craft a research paper focused on facial expression manipulation of avatars in real-time through the integration of emotion information based on natural language processing. The central idea involves utilizing emotion information derived from natural language processing to determine the avatars' expressions. Subsequently, these expressions will be translated into facial features utilizing a pre-trained deep learning model, whereby the movement of pixels constituting the face is guided. The displacement of pixels corresponding to expressions will be facilitated using pre-trained networks, leveraging pixel vector information specific to each emotional element [ABSTRACT FROM AUTHOR]
- Published
- 2023
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