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{3D} Morphable Face Models -- Past, Present and Future
- Source :
- ACM Transactions on Graphics, ACM Transactions on Graphics, Association for Computing Machinery, 2020, 39 (5), pp.157:1-38. ⟨10.1145/3395208⟩, ACM Transactions on Graphics, 2020, 39 (5), pp.157:1-38. ⟨10.1145/3395208⟩
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Abstract
- In this paper, we provide a detailed survey of 3D Morphable Face Models over the 20 years since they were first proposed. The challenges in building and applying these models, namely capture, modeling, image formation, and image analysis, are still active research topics, and we review the state-of-the-art in each of these areas. We also look ahead, identifying unsolved challenges, proposing directions for future research and highlighting the broad range of current and future applications.<br />ACM Transactions on Graphics (TOG)
- Subjects :
- FOS: Computer and information sciences
Image formation
Computer Science - Machine Learning
Computer science
Computer Vision and Pattern Recognition (cs.CV)
Analysis-by-Synthesis
Computer Science - Computer Vision and Pattern Recognition
02 engineering and technology
Statistical Modelling
Machine Learning (cs.LG)
Computer graphics
Computer Science - Graphics
0202 electrical engineering, electronic engineering, information engineering
Computer Graphics
Generative Models
Graphics
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
020207 software engineering
Computer Graphics and Computer-Aided Design
Data science
Graphics (cs.GR)
[INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR]
3D Computer Vision
13. Climate action
Face (geometry)
020201 artificial intelligence & image processing
Subjects
Details
- Language :
- English
- ISSN :
- 15577368 and 07300301
- Volume :
- 39
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- ACM Transactions on Graphics
- Accession number :
- edsair.doi.dedup.....e1e839dae281a189ef80152e02dc3e3d
- Full Text :
- https://doi.org/10.1145/3395208