Image-Based Virtual Try-On System with Garment Reshaping and Color Correction

被引：3

作者：

Kanamori, Yoshihiro ^{[1
]}

Yamada, Hiroki ^{[1
]}

Hirose, Masaki ^{[1
]}

Mitani, Jun ^{[1
]}

Fukui, Yukio ^{[1
]}

机构：

[1] Univ Tsukuba, Tsukuba, Ibaraki, Japan

来源：

TRANSACTIONS ON COMPUTATIONAL SCIENCE XXVI: SPECIAL ISSUE ON CYBERWORLDS AND CYBERSECURITY | 2016年 / 9550卷

关键词：

Image-based virtual fitting; Image warping; Color constancy;

D O I：

10.1007/978-3-662-49247-5_1

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

We propose an image-based virtual try-on system for garments in order to reproduce the appearance of try-on during online shopping. Given whole-body images of a fashion model and a customer, we cut out a garment image from the fashion model image and reshape it so that it fits to the body shape of the customer. The reshaping function is estimated automatically from the body contours of the fashion model and the customer. The fitting result is refined further by automatic color correction with reference to the facial regions and a method of retouching parts that protrude from the rear of the garment image. We verified the effectiveness of our system through a user test.

引用

页码：1 / 16

页数：16

共 22 条

[1] SCAPE: Shape Completion and Animation of People [J].

Anguelov, D ;

Srinivasan, P ;

Koller, D ;

Thrun, S ;

Rodgers, J ;

Davis, J .

ACM TRANSACTIONS ON GRAPHICS, 2005, 24 (03) :408-416

[2]

[Anonymous], 2005, P 13 PAC C COMP GRAP

[3]

Bianco S, 2012, PROC CVPR IEEE, P65, DOI 10.1109/CVPR.2012.6247659

[4] Design Preserving Garment Transfer [J].

Brouet, Remi ;

Sheffer, Alla ;

Boissieux, Laurence ;

Cani, Marie-Paule .

ACM TRANSACTIONS ON GRAPHICS, 2012, 31 (04)

[5] Made-to-measure technologies for an online clothing store [J].

Cordier, F ;

Seo, H ;

Magnenat-Thalmann, N .

IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2003, 23 (01) :38-48

[6]

Cordier F, 2001, BCS CONF SERIES, P31

[7] Interpreting face images using Active Appearance Models [J].

Edwards, GJ ;

Taylor, CJ ;

Cootes, TF .

AUTOMATIC FACE AND GESTURE RECOGNITION - THIRD IEEE INTERNATIONAL CONFERENCE PROCEEDINGS, 1998, :300-305

[8]

Ehara Jun, 2006, 2006 IEEE/ACM International Symposium on Mixed and Augmented Reality, P139, DOI 10.1109/ISMAR.2006.297805

[9] DRAPE: DRessing Any PErson [J].

Guan, Peng ;

Reiss, Loretta ;

Hirshberg, David A. ;

Weiss, Alexander ;

Black, Michael J. .

ACM TRANSACTIONS ON GRAPHICS, 2012, 31 (04)

[10] A 2D Human Body Model Dressed in Eigen Clothing [J].

Guan, Peng ;

Freifeld, Oren ;

Black, Michael J. .

COMPUTER VISION-ECCV 2010, PT I, 2010, 6311 :285-+

← 1 2 3 →