TY - GEN
T1 - A Digital Human System with Realistic Facial Expressions for Friendly Human-Machine Interaction
AU - Condegni, Anthony
AU - Wang, Weitian
AU - Li, Rui
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023.
PY - 2023
Y1 - 2023
N2 - Digital human technology can be applied to many areas, especially at the interaction of intelligent machines, digital 3D, and human-machine interaction. This paper develops a digital human system that enhances friendly interaction between humans and machines through synchronized and realistic facial expressions, based on tracking data from a human user. The details of this paper can be summarized in three parts. First, customize and build a 3D model for the digital human. Second, create a parameterized 3D model for different facial animations. Third, track the user for synchronizing the facial expressions of the customized digital human. The experimental results and analysis in this paper demonstrate the effectiveness and advantages of the developed system, which can create realistic and natural synthesized facial expressions. The system can be further generalized to other intelligent computing areas, such as smart medical care, autonomous vehicles, and companion robots.
AB - Digital human technology can be applied to many areas, especially at the interaction of intelligent machines, digital 3D, and human-machine interaction. This paper develops a digital human system that enhances friendly interaction between humans and machines through synchronized and realistic facial expressions, based on tracking data from a human user. The details of this paper can be summarized in three parts. First, customize and build a 3D model for the digital human. Second, create a parameterized 3D model for different facial animations. Third, track the user for synchronizing the facial expressions of the customized digital human. The experimental results and analysis in this paper demonstrate the effectiveness and advantages of the developed system, which can create realistic and natural synthesized facial expressions. The system can be further generalized to other intelligent computing areas, such as smart medical care, autonomous vehicles, and companion robots.
KW - Digital Human
KW - Human-Machine Interaction
KW - Intelligent Computing
UR - http://www.scopus.com/inward/record.url?scp=85174741303&partnerID=8YFLogxK
U2 - 10.1007/978-981-99-4755-3_68
DO - 10.1007/978-981-99-4755-3_68
M3 - Conference contribution
AN - SCOPUS:85174741303
SN - 9789819947546
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 787
EP - 798
BT - Advanced Intelligent Computing Technology and Applications - 19th International Conference, ICIC 2023, Proceedings
A2 - Huang, De-Shuang
A2 - Premaratne, Prashan
A2 - Jin, Baohua
A2 - Qu, Boyang
A2 - Jo, Kang-Hyun
A2 - Hussain, Abir
PB - Springer Science and Business Media Deutschland GmbH
T2 - 19th International Conference on Intelligent Computing, ICIC 2023
Y2 - 10 August 2023 through 13 August 2023
ER -