Wrinkles individuality preserving aged texture generation using multiple expression images

Pavel A. Savkin; Tsukasa Fukusato; Takuya Kato; Shigeo Morishima

doi:10.5220/0006614405490557

Wrinkles individuality preserving aged texture generation using multiple expression images

Pavel A. Savkin, Tsukasa Fukusato, Takuya Kato, Shigeo Morishima

School of Advanced Science and Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Aging of a human face is accompanied by visible changes such as sagging, spots, somberness, and wrinkles. Age progression techniques that estimate an aged facial image are required for long-term criminal or missing person investigations, and also in 3DCG facial animations. This paper focuses on aged facial texture and introduces a novel age progression method based on medical knowledge, which represents an aged wrinkles shapes and positions individuality. The effectiveness of the idea including expression wrinkles in aging facial image synthesis is confirmed through subjective evaluation.

Original language	English
Title of host publication	VISAPP
Editors	Alain Tremeau, Francisco Imai, Jose Braz
Publisher	SciTePress
Pages	549-557
Number of pages	9
ISBN (Electronic)	9789897582905
DOIs	https://doi.org/10.5220/0006614405490557
Publication status	Published - 2018
Event	13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018 - Funchal, Madeira, Portugal Duration: 2018 Jan 27 → 2018 Jan 29

Publication series

Name	VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Volume	4

Other

Other	13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018
Country/Territory	Portugal
City	Funchal, Madeira
Period	18/1/27 → 18/1/29

Keywords

Aged wrinkles
And facial individuality
Facial aging
Texture synthesis

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Computer Graphics and Computer-Aided Design
Artificial Intelligence

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.5220/0006614405490557

Cite this

Savkin, P. A., Fukusato, T., Kato, T., & Morishima, S. (2018). Wrinkles individuality preserving aged texture generation using multiple expression images. In A. Tremeau, F. Imai, & J. Braz (Eds.), VISAPP (pp. 549-557). (VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; Vol. 4). SciTePress. https://doi.org/10.5220/0006614405490557

Wrinkles individuality preserving aged texture generation using multiple expression images. / Savkin, Pavel A.; Fukusato, Tsukasa; Kato, Takuya et al.
VISAPP. ed. / Alain Tremeau; Francisco Imai; Jose Braz. SciTePress, 2018. p. 549-557 (VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; Vol. 4).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Savkin, PA, Fukusato, T, Kato, T & Morishima, S 2018, Wrinkles individuality preserving aged texture generation using multiple expression images. in A Tremeau, F Imai & J Braz (eds), VISAPP. VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, SciTePress, pp. 549-557, 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018, Funchal, Madeira, Portugal, 18/1/27. https://doi.org/10.5220/0006614405490557

Savkin PA, Fukusato T, Kato T, Morishima S. Wrinkles individuality preserving aged texture generation using multiple expression images. In Tremeau A, Imai F, Braz J, editors, VISAPP. SciTePress. 2018. p. 549-557. (VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications). doi: 10.5220/0006614405490557

Savkin, Pavel A. ; Fukusato, Tsukasa ; Kato, Takuya et al. / Wrinkles individuality preserving aged texture generation using multiple expression images. VISAPP. editor / Alain Tremeau ; Francisco Imai ; Jose Braz. SciTePress, 2018. pp. 549-557 (VISIGRAPP 2018 - Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

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title = "Wrinkles individuality preserving aged texture generation using multiple expression images",

abstract = "Aging of a human face is accompanied by visible changes such as sagging, spots, somberness, and wrinkles. Age progression techniques that estimate an aged facial image are required for long-term criminal or missing person investigations, and also in 3DCG facial animations. This paper focuses on aged facial texture and introduces a novel age progression method based on medical knowledge, which represents an aged wrinkles shapes and positions individuality. The effectiveness of the idea including expression wrinkles in aging facial image synthesis is confirmed through subjective evaluation.",

keywords = "Aged wrinkles, And facial individuality, Facial aging, Texture synthesis",

author = "Savkin, {Pavel A.} and Tsukasa Fukusato and Takuya Kato and Shigeo Morishima",

note = "Funding Information: This work was supported by JST ACCEL Grant Number JPMJAC1602, Japan. Publisher Copyright: Copyright {\textcopyright} 2018 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.; 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2018 ; Conference date: 27-01-2018 Through 29-01-2018",

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N1 - Funding Information: This work was supported by JST ACCEL Grant Number JPMJAC1602, Japan. Publisher Copyright: Copyright © 2018 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.

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N2 - Aging of a human face is accompanied by visible changes such as sagging, spots, somberness, and wrinkles. Age progression techniques that estimate an aged facial image are required for long-term criminal or missing person investigations, and also in 3DCG facial animations. This paper focuses on aged facial texture and introduces a novel age progression method based on medical knowledge, which represents an aged wrinkles shapes and positions individuality. The effectiveness of the idea including expression wrinkles in aging facial image synthesis is confirmed through subjective evaluation.

AB - Aging of a human face is accompanied by visible changes such as sagging, spots, somberness, and wrinkles. Age progression techniques that estimate an aged facial image are required for long-term criminal or missing person investigations, and also in 3DCG facial animations. This paper focuses on aged facial texture and introduces a novel age progression method based on medical knowledge, which represents an aged wrinkles shapes and positions individuality. The effectiveness of the idea including expression wrinkles in aging facial image synthesis is confirmed through subjective evaluation.

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Wrinkles individuality preserving aged texture generation using multiple expression images

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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