Linear Facial Expression Transfer With Active Appearance Models
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de la Hunty, Miles; Asthana, Akshay; Goecke, Roland
Description
The issue of transferring facial expressions from one person's face to another's has been an area of interest for the movie industry and the computer graphics community for quite some time. In recent years, with the proliferation of online image and video collections and web applications, such as Google Street View, the question of preserving privacy through face de-identification has gained interest in the computer vision community. In this paper, we focus on the problem of real-time dynamic...[Show more]
dc.contributor.author | de la Hunty, Miles | |
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dc.contributor.author | Asthana, Akshay | |
dc.contributor.author | Goecke, Roland | |
dc.coverage.spatial | Istanbul Turkey | |
dc.date.accessioned | 2015-12-10T22:56:52Z | |
dc.date.created | August 23-26 2010 | |
dc.identifier.uri | http://hdl.handle.net/1885/60415 | |
dc.description.abstract | The issue of transferring facial expressions from one person's face to another's has been an area of interest for the movie industry and the computer graphics community for quite some time. In recent years, with the proliferation of online image and video collections and web applications, such as Google Street View, the question of preserving privacy through face de-identification has gained interest in the computer vision community. In this paper, we focus on the problem of real-time dynamic facial expression transfer using an Active Appearance Model framework. We provide a theoretical foundation for a generalisation of two well-known expression transfer methods and demonstrate the improved visual quality of the proposed linear extrapolation transfer method on examples of face swapping and expression transfer using the AVOZES data corpus. Realistic talking faces can be generated in real-time at low computational cost. | |
dc.publisher | IEEE Computer Society | |
dc.relation.ispartofseries | International Conference on Pattern Recognition (ICPR 2010) | |
dc.rights | The permission to archive the version was confirmed on April 2014. | |
dc.source | Proceedings of the International Conference on Pattern Recognition (ICPR 2010) | |
dc.subject | Keywords: Active appearance models; Area of interest; Computational costs; De-identification; Expression transfers; Facial Expressions; Generalisation; Linear extrapolation; Movie industry; Online images; Real-time dynamics; Theoretical foundations; Transfer method | |
dc.title | Linear Facial Expression Transfer With Active Appearance Models | |
dc.type | Conference paper | |
local.description.notes | Imported from ARIES | |
local.description.refereed | Yes | |
dc.date.issued | 2010 | |
local.identifier.absfor | 080104 - Computer Vision | |
local.identifier.ariespublication | u4334215xPUB538 | |
local.type.status | Accepted Version | |
local.contributor.affiliation | de la Hunty, Miles, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Asthana, Akshay, College of Engineering and Computer Science, ANU | |
local.contributor.affiliation | Goecke, Roland, College of Engineering and Computer Science, ANU | |
local.bibliographicCitation.startpage | 3789 | |
local.bibliographicCitation.lastpage | 3792 | |
local.identifier.doi | 10.1109/ICPR.2010.923 | |
local.identifier.absseo | 970104 - Expanding Knowledge in the Earth Sciences | |
dc.date.updated | 2016-02-24T11:01:45Z | |
local.identifier.scopusID | 2-s2.0-78149486180 | |
dcterms.accessRights | Open Access | |
Collections | ANU Research Publications |
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File | Description | Size | Format | Image |
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01_Linear_Facial_Expression_2010.pdf | 395.56 kB | Adobe PDF |
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