Title
A Mixed Reality Virtual Clothes Try-On System
Abstract
Virtual try-on of clothes has received much attention recently due to its commercial potential. It can be used for online shopping or intelligent recommendation to narrow down the selections to a few designs and sizes. In this paper, we present a mixed reality system for 3D virtual clothes try-on that enables a user to see herself wearing virtual clothes while looking at a mirror display, without taking off her actual clothes. The user can select various virtual clothes for trying-on. The system physically simulates the selected virtual clothes on the user's body in real-time and the user can see virtual clothes fitting on the her mirror image from various angles as she moves. The major contribution of this paper is that we automatically customize an invisible (or partially visible) avatar based on the user's body size and the skin color and use it for proper clothes fitting, alignment and clothes simulation in our virtual try-on system. We present three scenarios: i) virtual clothes on the avatar, ii) virtual clothes on the user's image and iii) virtual clothes on the avatar blended with the user's face image. We have conducted a user study to evaluate the effectiveness of these three solutions from the end user's perception of quality attributes, cognitive attributes and attitude towards using. The user study shows that among these three scenarios, the second one is most preferred by the users and for 50% of them the experience they had with our system was sufficient to make the purchase decision for the outfits they virtually tried-on.
Year
DOI
Venue
2013
10.1109/TMM.2013.2280560
IEEE Transactions on Multimedia
Keywords
Field
DocType
Avatars,Three-dimensional displays,Image color analysis,Skin,Face,Solid modeling,Mirrors
End user,Computer science,Image matching,Clothing,Augmented reality,Mixed reality,Avatar,Perception,Multimedia,Body size
Journal
Volume
Issue
ISSN
15
8
1520-9210
Citations 
PageRank 
References 
11
0.53
20
Authors
6
Name
Order
Citations
PageRank
Miaolong Yuan1607.42
Ishtiaq Rasool Khan27815.92
Farzam Farbiz347552.46
susu yao455942.48
Arthur Niswar5283.19
Min-Hui Foo6211.55