Abstract
In this paper, we introduce a technique of facial fattening (or slimming) simulation from a frontal facial image. In previous work, data-driven approaches enable a rapid design of fattening and slimming images that reflect realistic facial shapes; however, they focus only on facial surface such as facial landmarks, so it is difficult to consider any anatomical model such as skull structure. Then, we construct a novel facial database, which contains sets of frontal facial image and MRI image. Based on our database, we estimate 2D skull structure from the input image, and define a fattening (or slimming) rule and a skull-based constraint. As a result, we can generate a natural deformed image for fattening and slimming simulation.
| Original language | English |
|---|---|
| Pages (from-to) | 197-205 |
| Number of pages | 9 |
| Journal | Journal of the Institute of Image Electronics Engineers of Japan |
| Volume | 46 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 2017 Jan 1 |
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Keywords
- Fattening and slimming simulation
- MRI image
- Principal component analysis
- Skull landmarks
ASJC Scopus subject areas
- Computer Science (miscellaneous)
- Electrical and Electronic Engineering
Cite this
Facial fattening and slimming simulation based on skull structure. / Fukusato, Tsukasa; Fujisaki, Masahiro; Kato, Takuya; Morishima, Shigeo.
In: Journal of the Institute of Image Electronics Engineers of Japan, Vol. 46, No. 1, 01.01.2017, p. 197-205.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Facial fattening and slimming simulation based on skull structure
AU - Fukusato, Tsukasa
AU - Fujisaki, Masahiro
AU - Kato, Takuya
AU - Morishima, Shigeo
PY - 2017/1/1
Y1 - 2017/1/1
N2 - In this paper, we introduce a technique of facial fattening (or slimming) simulation from a frontal facial image. In previous work, data-driven approaches enable a rapid design of fattening and slimming images that reflect realistic facial shapes; however, they focus only on facial surface such as facial landmarks, so it is difficult to consider any anatomical model such as skull structure. Then, we construct a novel facial database, which contains sets of frontal facial image and MRI image. Based on our database, we estimate 2D skull structure from the input image, and define a fattening (or slimming) rule and a skull-based constraint. As a result, we can generate a natural deformed image for fattening and slimming simulation.
AB - In this paper, we introduce a technique of facial fattening (or slimming) simulation from a frontal facial image. In previous work, data-driven approaches enable a rapid design of fattening and slimming images that reflect realistic facial shapes; however, they focus only on facial surface such as facial landmarks, so it is difficult to consider any anatomical model such as skull structure. Then, we construct a novel facial database, which contains sets of frontal facial image and MRI image. Based on our database, we estimate 2D skull structure from the input image, and define a fattening (or slimming) rule and a skull-based constraint. As a result, we can generate a natural deformed image for fattening and slimming simulation.
KW - Fattening and slimming simulation
KW - MRI image
KW - Principal component analysis
KW - Skull landmarks
UR - http://www.scopus.com/inward/record.url?scp=85064410341&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85064410341&partnerID=8YFLogxK
U2 - 10.11371/iieej.46.197
DO - 10.11371/iieej.46.197
M3 - Article
VL - 46
SP - 197
EP - 205
JO - Journal of the Institute of Image Electronics Engineers of Japan
JF - Journal of the Institute of Image Electronics Engineers of Japan
SN - 0285-9831
IS - 1
ER -