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Fast-automatic 3D face generation using a single video camera

Published: 05 August 2012 Publication History

Abstract

Reconstructing a 3D face model only with a single camera without attaching landmarks and pattern projecting on a face is still a challenging task in computer vision and computer graphics. FaceGen [2011] is able to reconstruct 3D shape and texture from 2D single image based on 3D morphable model. Since the users have to determine of the facial feature points manually, the method does not work automatically. Moreover, it requires a couple of minutes to generate a 3D face model. Thus, the computational cost is not enough cheap for practical usage.

References

[1]
Choi, j., et.al. 2010. 3D Face Reconstruction Using A Single or Multiple Views, IEEE International Conference on Pattern Recognition 2010, pp.3959--3962
[2]
Facegen. 2011, http://www.facegen.com
[3]
Hara, t., et.al. 2011. Automatic 3D Face Generation from Video with Sparse Point Constraint and Dense Deformable Model, ACM SIGGRAPH ASIA 2011, Poster, no.18
[4]
Irie, a., et.al., 2011. Improvements to Facial Contour Detection by Hierarchical Fitting and Regression, The First Asian Conference on Pattern Recognition, pp.273--277
[5]
Maejima, a., and Morishima, s. 2008. Fast Plausible 3D Face Generation from a Single Photograph, ACM SIGGRAPH ASIA 2008, Poster, maejima.pdf

Cited By

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  • (2023)Anime-like Character Face Generation: A SurveyHighlights in Science, Engineering and Technology10.54097/hset.v68i.1206968(223-232)Online publication date: 9-Oct-2023

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cover image ACM Conferences
SIGGRAPH '12: ACM SIGGRAPH 2012 Posters
August 2012
131 pages
ISBN:9781450316828
DOI:10.1145/2342896
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 05 August 2012

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View all
  • (2023)Anime-like Character Face Generation: A SurveyHighlights in Science, Engineering and Technology10.54097/hset.v68i.1206968(223-232)Online publication date: 9-Oct-2023

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