Kinship verification using facial dynamics

Author

Dibeklioglu, Hamdi ; Salah, Albert Ali ; Gevers, Theo

Author_Institution

Intell. Syst. Lab. Amsterdam, Univ. of Amsterdam, Amsterdam, Netherlands

fYear

2014

fDate

23-25 April 2014

Firstpage

1906

Lastpage

1909

Abstract

Automatic kinship verification methods are conventionally based on facial appearance. In contrast to all published material, in this paper, we explore the use of facial expression dynamics and spatio-temporal features for kinship verification from smile videos. It is shown that the combined use of dynamic and spatio-temporal features extracted from spontaneous smiles significantly improves the state of the art.

Keywords

face recognition; feature extraction; automatic kinship verification; facial appearance; facial expression dynamics; feature extraction; smile videos; spatiotemporal features; spontaneous smiles; Conferences; Educational institutions; Face; Multimedia communication; Signal processing; Support vector machines; Videos; Kinship verification; facial expression dynamics; spontaneous smile;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal Processing and Communications Applications Conference (SIU), 2014 22nd

Conference_Location

Trabzon

Type

conf

DOI

10.1109/SIU.2014.6830627

Filename

6830627

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=152950