Paper Info
Title
Internet Based Morphable Model
Abstract
In this paper we present a new concept of building a morph able model directly from photos on the Internet. Morph able models have shown very impressive results more than a decade ago, and could potentially have a huge impact on all aspects of face modeling and recognition. One of the challenges, however, is to capture and register 3D laser scans of large number of people and facial expressions. Nowadays, there are enormous amounts of face photos on the Internet, large portion of which has semantic labels. We propose a framework to build a morph able model directly from photos, the framework includes dense registration of Internet photos, as well as, new single view shape reconstruction and modification algorithms.
Year
DOI
Venue
2013
10.1109/ICCV.2013.404
Computer Vision
Keywords
Field
DocType
Internet,face recognition,image registration,solid modelling,3D laser scan registration,Internet-based morphable model,face modeling,face photos,face recognition,facial expressions,semantic labels,single view shape modification algorithm,single view shape reconstruction algorithm,3D reconstruction,faces,morphable model,optical flow,photometric stereo,single view
Computer vision,Facial recognition system,Computer science,Facial expression,Artificial intelligence,Optical flow,Shape reconstruction,Image registration,Photometric stereo,The Internet,3D reconstruction
Conference
Volume
Issue
ISSN
2013
1
1550-5499
Citations 
PageRank 
References 
21
0.72
18
Authors
1
Name
Order
Citations
PageRank
Ira Kemelmacher-Shlizerman171028.03