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22 March 2019 Automatic generation of 3D faces expressing different utterances by modeling individual variation of shape deformation from expressionless faces
Isseki Miwa, Shigeru Akamatsu
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Proceedings Volume 11049, International Workshop on Advanced Image Technology (IWAIT) 2019; 110492E (2019) https://doi.org/10.1117/12.2521630
Event: 2019 Joint International Workshop on Advanced Image Technology (IWAIT) and International Forum on Medical Imaging in Asia (IFMIA), 2019, Singapore, Singapore
Abstract
In this study, we used a Kinect V2 RGB-Depth sensor to measure the three-dimensional shape of faces and calculated the information of the differences among several individuals. Based on Principle Component Analysis of the obtained information, we attempted to verify the possibility of generating various expressions from an inexpressive face of an arbitrary individual. Additionally, we attempted to improve the quality of generated utterance expressions.
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Isseki Miwa and Shigeru Akamatsu "Automatic generation of 3D faces expressing different utterances by modeling individual variation of shape deformation from expressionless faces", Proc. SPIE 11049, International Workshop on Advanced Image Technology (IWAIT) 2019, 110492E (22 March 2019); https://doi.org/10.1117/12.2521630
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KEYWORDS
3D modeling
Principal component analysis
Visualization
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